Spaces:
Sleeping
Sleeping
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a1c6194
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Parent(s):
d61351c
Upload 63 files
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- .gitattributes +11 -0
- Dockerfile +27 -0
- frontend/main.html +73 -0
- frontend/static/images/neurons.gif +3 -0
- frontend/static/main.css +125 -0
- models/bird/bird.html +39 -0
- models/bird/bird_modelV2.h5 +3 -0
- models/bird/static/bird.css +193 -0
- models/bird/static/bird.js +68 -0
- models/bird/static/images/bg1.jpg +3 -0
- models/bird/static/images/bg2.jpg +3 -0
- models/bird/static/images/bg3.jpg +3 -0
- models/bird/static/images/bg4.jpg +0 -0
- models/card/card.html +39 -0
- models/card/card_model_v2.h5 +3 -0
- models/card/static/card.css +197 -0
- models/card/static/card.js +69 -0
- models/card/static/images/bg1.webp +0 -0
- models/card/static/images/bg2.jpg +0 -0
- models/chess/chess.html +39 -0
- models/chess/chess_prediction_v4.h5 +3 -0
- models/chess/static/chess.css +193 -0
- models/chess/static/chess.js +68 -0
- models/chess/static/images/bg1.jpg +3 -0
- models/chess/static/images/bg2.jpg +3 -0
- models/dog_breed/dog_breed.html +34 -0
- models/dog_breed/dog_breedv3.h5 +3 -0
- models/dog_breed/static/dog_breed.css +191 -0
- models/dog_breed/static/dog_breed.js +70 -0
- models/dog_breed/static/images/bg1.jpg +0 -0
- models/dog_breed/static/images/bg2.jpg +0 -0
- models/flower/flower.html +34 -0
- models/flower/flower_prediction.h5 +3 -0
- models/flower/static/flower.css +189 -0
- models/flower/static/flower.js +70 -0
- models/flower/static/images/bg1.jpeg +0 -0
- models/flower/static/images/bg2.jpg +0 -0
- models/mammals/Mammals_predictionv1.h5 +3 -0
- models/mammals/mammals.html +39 -0
- models/mammals/static/images/forest image.jpg +3 -0
- models/mammals/static/mammals.css +199 -0
- models/mammals/static/mammals.js +69 -0
- models/sports_ball/Sports_ball_prediction_v2.h5 +3 -0
- models/sports_ball/sports_ball.html +39 -0
- models/sports_ball/static/images/balls.jpg +0 -0
- models/sports_ball/static/images/bg10.gif +3 -0
- models/sports_ball/static/images/ronaldo.gif +0 -0
- models/sports_ball/static/sports_ball.css +195 -0
- models/sports_ball/static/sports_ball.js +69 -0
- models/weather/static/images/bg.jpg +3 -0
.gitattributes
CHANGED
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@@ -33,3 +33,14 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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| 34 |
*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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frontend/static/images/neurons.gif filter=lfs diff=lfs merge=lfs -text
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| 37 |
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models/bird/static/images/bg1.jpg filter=lfs diff=lfs merge=lfs -text
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models/bird/static/images/bg2.jpg filter=lfs diff=lfs merge=lfs -text
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models/bird/static/images/bg3.jpg filter=lfs diff=lfs merge=lfs -text
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models/chess/static/images/bg1.jpg filter=lfs diff=lfs merge=lfs -text
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models/chess/static/images/bg2.jpg filter=lfs diff=lfs merge=lfs -text
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models/mammals/static/images/forest[[:space:]]image.jpg filter=lfs diff=lfs merge=lfs -text
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models/sports_ball/static/images/bg10.gif filter=lfs diff=lfs merge=lfs -text
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| 44 |
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models/weather/static/images/bg.jpg filter=lfs diff=lfs merge=lfs -text
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| 45 |
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models/weather/static/images/bg2.jpg filter=lfs diff=lfs merge=lfs -text
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models/weather/static/images/weather_bg.gif filter=lfs diff=lfs merge=lfs -text
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Dockerfile
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# Use the official Python 3.9 image
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| 2 |
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FROM python:3.9
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# Set the working directory to /code
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WORKDIR /code
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# Copy the current directory contents into the container at /code
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COPY ./requirements.txt /code/requirements.txt
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# Install requirements.txt
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RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
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# Set up a new user named "user" with user ID 1000
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RUN useradd -m -u 1000 user
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| 15 |
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# Switch to the "user" user
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USER user
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# Set home to the user's home directory
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ENV HOME=/home/user \
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PATH=/home/user/.local/bin:$PATH
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# Set the working directory to the user's home directory
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WORKDIR $HOME/app
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# Copy the current directory contents into the container at $HOME/app setting the owner to the user
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COPY --chown=user . $HOME/app
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CMD ["uvicorn", "server:app", "--host", "0.0.0.0", "--port", "7860"]
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frontend/main.html
ADDED
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@@ -0,0 +1,73 @@
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<!DOCTYPE html>
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<html lang="en">
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>Deep Learning Models</title>
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<link rel="preconnect" href="https://fonts.googleapis.com">
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<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
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| 9 |
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<link href="https://fonts.googleapis.com/css2?family=Acme&family=Asap:ital,wght@0,100..900;1,100..900&family=Caprasimo&family=Lemon&family=Libre+Baskerville:ital,wght@0,400;0,700;1,400&family=Salsa&display=swap" rel="stylesheet">
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<link rel="stylesheet" href="static/main.css?v=3">
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</head>
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<body>
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<div class="container">
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<h1>Deep Learning Models</h1>
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<div class="model-list">
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<div class="model">
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<h2>Flower Classification🌼</h2>
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<p>This model classifies different types of flowers in images.</p>
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<a href="models/flower/flower.html">Use this model</a>
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</div>
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<div class="model">
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<h2>Mammals Classification🦁</h2>
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<p>This model classifies images into different mammal categories..</p>
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<a href="models/mammals/mammals.html">Use this model</a>
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</div>
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<div class="model">
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<h2>Cards Classification♠</h2>
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<p>This model identifies Cards realted to the images.</p>
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<a href="models/card/card.html">Use this model</a>
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</div>
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<div class="model">
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<h2>Weather Classification</h2>
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<p>This model predicts the weather.</p>
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<a href="models/weather/weather.html">Use this model</a>
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</div>
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<div class="model">
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<h2>Yoga Pose Prediction</h2>
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<p>This model predicts the yoga pose in images related to the yoga position</p>
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<a href="models/yoga_pose/yoga_pose.html">Use this model</a>
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</div>
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<div class="model">
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<h2>Indian Bird Prediction</h2>
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<p>This model Classify the Indian Birds</p>
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<a href="models/bird/bird.html">Use this model</a>
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| 51 |
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</div>
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<div class="model">
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<h2>Dog Breed Prediction🐕</h2>
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<p>This model predicts your dog's breed</p>
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<a href="models/dog_breed/dog_breed.html">Use this model</a>
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</div>
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<div class="model">
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<h2>Chess Pieces Prediction</h2>
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<p>This model Predict Your Chess Piece</p>
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<a href="models/chess/chess.html">Use this model</a>
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</div>
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<div class="model">
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<h2>Sports ball Prediction⚽</h2>
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<p>This model classifies different types of sports ball</p>
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<a href="models/sports_ball/sports_ball.html">Use this model</a>
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</div>
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</div>
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</div>
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</body>
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</html>
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frontend/static/images/neurons.gif
ADDED
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Git LFS Details
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frontend/static/main.css
ADDED
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@@ -0,0 +1,125 @@
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/* main.css */
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body {
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font-family: "Libre Baskerville", serif;
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font-weight: 400;
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font-style: italic;
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margin: 0;
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padding: 0;
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background: url('images/neurons.gif') no-repeat center center fixed;
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background-size: cover;
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background-attachment: fixed;
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}
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.container {
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max-width: 600px;
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margin: 10px auto;
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background-color: rgba(0, 0, 0, 0.3); /* Add a semi-transparent white background on top of the GIF */
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padding: 20px;
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text-align: center;
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border-radius: 8px;
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box-shadow: 0 0 10px rgba(15, 166, 185, 0.897);
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}
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h1 {
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color: #ffffff;
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| 25 |
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font-family: "Caprasimo", serif;
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font-weight: 400;
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| 27 |
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font-style: normal;
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}
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| 29 |
+
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| 30 |
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.model-list {
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display: flex;
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flex-wrap: wrap;
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justify-content: center;
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| 34 |
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}
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.model {
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width: 100%;
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margin-bottom: 30px;
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padding: 25px;
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border: px solid #c71919;
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border-radius: 5px;
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box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1);
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backdrop-filter: blur(20px);
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}
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h2 {
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color: #2bb1b6;
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font-weight: bold;
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font-family: "Bungee", sans-serif;
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| 51 |
+
}
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| 52 |
+
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p {
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| 54 |
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color: #f3f3f3;
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font-family: "Young Serif", serif;
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| 56 |
+
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}
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| 58 |
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a {
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display: block;
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margin-top: 10px;
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padding: 8px;
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| 63 |
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background-color: #22b4ad;
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color: #fff;
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text-align: center;
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| 66 |
+
text-decoration: none;
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| 67 |
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border-radius: 5px;
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| 68 |
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font-family: "Caprasimo", serif;
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| 69 |
+
font-weight: 400;
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| 70 |
+
font-style: normal;
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| 71 |
+
transition: background-color 0.3s;
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| 72 |
+
}
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| 73 |
+
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| 74 |
+
a:hover {
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| 75 |
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background-color: #009eb3;
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+
letter-spacing: 3px;
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+
}
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+
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a:active {
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| 80 |
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background-color: #009eb3;
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| 81 |
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letter-spacing: 2px;
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| 82 |
+
box-shadow: #009eb3 0px 7px 29px 0px;
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| 83 |
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transform: translateY(10px);
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| 84 |
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}
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| 85 |
+
a:focus {
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| 86 |
+
outline: none;
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| 87 |
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}
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| 88 |
+
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| 89 |
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| 90 |
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/* Media Query for smaller screens */
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| 91 |
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@media only screen and (max-width: 600px) {
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.model {
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| 93 |
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width: 100%;
|
| 94 |
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}
|
| 95 |
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h1{
|
| 96 |
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font-size:25px;
|
| 97 |
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}
|
| 98 |
+
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| 99 |
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.container {
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| 100 |
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max-width: 400px;
|
| 101 |
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margin: 10px auto;
|
| 102 |
+
padding: 10px;
|
| 103 |
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text-align: center;
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| 104 |
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}
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| 105 |
+
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h2{
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| 107 |
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font-size:20px
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| 108 |
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}
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| 109 |
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p{
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| 111 |
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font-size:13px
|
| 112 |
+
}
|
| 113 |
+
|
| 114 |
+
.container {
|
| 115 |
+
max-width: 100%;
|
| 116 |
+
margin: 5px auto;
|
| 117 |
+
padding: 20px;
|
| 118 |
+
text-align: center;
|
| 119 |
+
border-radius: 8px;
|
| 120 |
+
}
|
| 121 |
+
|
| 122 |
+
body {
|
| 123 |
+
background-size: cover; /* or 'contain' based on your preference */
|
| 124 |
+
}
|
| 125 |
+
}
|
models/bird/bird.html
ADDED
|
@@ -0,0 +1,39 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
<!-- bird.html -->
|
| 2 |
+
|
| 3 |
+
<!DOCTYPE html>
|
| 4 |
+
<html lang="en">
|
| 5 |
+
<head>
|
| 6 |
+
<meta charset="UTF-8">
|
| 7 |
+
<meta name="viewport" content="width=device-width, initial-scale=1.0">
|
| 8 |
+
<link rel="stylesheet" href="https://stackpath.bootstrapcdn.com/bootstrap/4.5.2/css/bootstrap.min.css">
|
| 9 |
+
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.3/css/all.min.css">
|
| 10 |
+
<link rel="stylesheet" href="static/bird.css?v=2">
|
| 11 |
+
<title>Bird Classification</title>
|
| 12 |
+
</head>
|
| 13 |
+
<body>
|
| 14 |
+
<div class="header-container container">
|
| 15 |
+
<h1>Bird Classification</h1>
|
| 16 |
+
</div>
|
| 17 |
+
<form id="uploadForm" action="/predict" method="post" enctype="multipart/form-data" class="container">
|
| 18 |
+
<div id="fileInputContainer">
|
| 19 |
+
<input type="file" name="file" id="fileInput" accept="image/*">
|
| 20 |
+
<label for="fileInput" id="fileInputLabel">
|
| 21 |
+
<i class="fas fa-cloud-upload-alt upload-icon"></i>
|
| 22 |
+
Drag & Drop or Click to Upload
|
| 23 |
+
</label>
|
| 24 |
+
</div>
|
| 25 |
+
<div id="imageContainer" class="container">
|
| 26 |
+
<img id="imagePreview">
|
| 27 |
+
</div>
|
| 28 |
+
<div id="predictionResult" class="container"></div>
|
| 29 |
+
<button type="submit" class="predict-btn" id="predictButton">
|
| 30 |
+
<span class="loading-icon" id="loadingIcon"></span>
|
| 31 |
+
Predict
|
| 32 |
+
</button>
|
| 33 |
+
</form>
|
| 34 |
+
<script src="static/bird.js"></script>
|
| 35 |
+
<script src="https://code.jquery.com/jquery-3.5.1.slim.min.js"></script>
|
| 36 |
+
<script src="https://cdn.jsdelivr.net/npm/@popperjs/[email protected]/dist/umd/popper.min.js"></script>
|
| 37 |
+
<script src="https://stackpath.bootstrapcdn.com/bootstrap/4.5.2/js/bootstrap.min.js"></script>
|
| 38 |
+
</body>
|
| 39 |
+
</html>
|
models/bird/bird_modelV2.h5
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:fe542ffd79ac5af88daa17361a3fc49a8120c9dece7fe5e62732f54e7cf5eb41
|
| 3 |
+
size 12552432
|
models/bird/static/bird.css
ADDED
|
@@ -0,0 +1,193 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
/* style.css */
|
| 2 |
+
|
| 3 |
+
body, html {
|
| 4 |
+
margin: 0;
|
| 5 |
+
padding: 0;
|
| 6 |
+
height: 100%;
|
| 7 |
+
}
|
| 8 |
+
|
| 9 |
+
body {
|
| 10 |
+
background-image: url('images/bg4.jpg');
|
| 11 |
+
background-size: cover;
|
| 12 |
+
background-position: center;
|
| 13 |
+
background-repeat: no-repeat;
|
| 14 |
+
font-family: 'Arial', sans-serif;
|
| 15 |
+
color: #333;
|
| 16 |
+
overflow-y: scroll;
|
| 17 |
+
background-attachment: fixed;
|
| 18 |
+
}
|
| 19 |
+
|
| 20 |
+
.container {
|
| 21 |
+
max-width: 600px; /* Adjust the max-width as needed */
|
| 22 |
+
margin: 20px auto;
|
| 23 |
+
padding: 20px;
|
| 24 |
+
border-radius: 8px;
|
| 25 |
+
box-shadow: 0 4px 8px rgba(0, 0, 0, 0.6);
|
| 26 |
+
backdrop-filter: blur(0px);
|
| 27 |
+
}
|
| 28 |
+
|
| 29 |
+
.header-container {
|
| 30 |
+
max-width: 600px;
|
| 31 |
+
margin: 0 auto;
|
| 32 |
+
background-color: ##f4d03f;/* Adjust the alpha value for transparency */
|
| 33 |
+
border-radius: 8px;
|
| 34 |
+
padding: 20px;
|
| 35 |
+
border: 1px solid ##3498db;
|
| 36 |
+
border-radius: 10px;
|
| 37 |
+
text-align: center;
|
| 38 |
+
margin-bottom: 20px;
|
| 39 |
+
box-shadow: 0 4px 8px rgba(0, 0, 0, 6);
|
| 40 |
+
backdrop-filter: blur(0px);
|
| 41 |
+
margin: 20px auto 0
|
| 42 |
+
}
|
| 43 |
+
|
| 44 |
+
|
| 45 |
+
h1 {
|
| 46 |
+
text-align: center;
|
| 47 |
+
color: rgb(255, 255, 255);
|
| 48 |
+
font-weight: bold;
|
| 49 |
+
text-shadow: 2px 2px 4px rgba(0, 0, 0, 8);
|
| 50 |
+
margin: 0;
|
| 51 |
+
}
|
| 52 |
+
|
| 53 |
+
|
| 54 |
+
#fileInputContainer {
|
| 55 |
+
position: relative;
|
| 56 |
+
margin-bottom: 20px;
|
| 57 |
+
|
| 58 |
+
|
| 59 |
+
}
|
| 60 |
+
|
| 61 |
+
#fileInput {
|
| 62 |
+
position: absolute;
|
| 63 |
+
top: 0;
|
| 64 |
+
left: 0;
|
| 65 |
+
width: 100%;
|
| 66 |
+
height: 100%;
|
| 67 |
+
opacity: 0;
|
| 68 |
+
cursor: pointer;
|
| 69 |
+
backdrop-filter: blur(0px);
|
| 70 |
+
border-radius: 8px;
|
| 71 |
+
box-shadow: 0 4px 8px rgba(0, 0, 0, 0.6);
|
| 72 |
+
}
|
| 73 |
+
|
| 74 |
+
#fileInputLabel {
|
| 75 |
+
display: flex;
|
| 76 |
+
flex-direction: column;
|
| 77 |
+
align-items: center;
|
| 78 |
+
justify-content: center;
|
| 79 |
+
font-size: 18px;
|
| 80 |
+
color: #ffd903;
|
| 81 |
+
text-shadow: 2px 2px 4px rgba(0, 0, 0, 2);
|
| 82 |
+
font-weight: bold;
|
| 83 |
+
cursor: pointer;
|
| 84 |
+
transition: color 0.3s ease;
|
| 85 |
+
}
|
| 86 |
+
|
| 87 |
+
#fileInputLabel:hover {
|
| 88 |
+
color: #297fb8;
|
| 89 |
+
}
|
| 90 |
+
|
| 91 |
+
#imagePreview {
|
| 92 |
+
max-width: 100%;
|
| 93 |
+
height: auto;
|
| 94 |
+
border: 0px solid #ddd;
|
| 95 |
+
border-radius: 8px;
|
| 96 |
+
padding: 10px;
|
| 97 |
+
backdrop-filter: blur(50px);
|
| 98 |
+
margin-bottom: 20px;
|
| 99 |
+
display: block;
|
| 100 |
+
margin: 0 auto;
|
| 101 |
+
}
|
| 102 |
+
#imageContainer {
|
| 103 |
+
text-align: center;
|
| 104 |
+
backdrop-filter: blur(10px); /* Adjust the blur value as needed */
|
| 105 |
+
|
| 106 |
+
border-radius: 8px;
|
| 107 |
+
padding: 10px;
|
| 108 |
+
margin-bottom: 20px;
|
| 109 |
+
display: block;
|
| 110 |
+
margin: 0 auto;
|
| 111 |
+
}
|
| 112 |
+
|
| 113 |
+
.upload-icon {
|
| 114 |
+
font-size: 36px;
|
| 115 |
+
margin-bottom: 10px;
|
| 116 |
+
}
|
| 117 |
+
|
| 118 |
+
.predict-btn {
|
| 119 |
+
width: 100%;
|
| 120 |
+
padding: 10px;
|
| 121 |
+
background-color:rgb(159, 172, 41);
|
| 122 |
+
color:white;
|
| 123 |
+
font-weight: bold;
|
| 124 |
+
border: none;
|
| 125 |
+
border-radius: 50px;
|
| 126 |
+
cursor: pointer;
|
| 127 |
+
transition: background-color 0.3s;
|
| 128 |
+
}
|
| 129 |
+
|
| 130 |
+
.predict-btn:hover {
|
| 131 |
+
background-color: #0c8b30;
|
| 132 |
+
letter-spacing: 2px;
|
| 133 |
+
box-shadow: #0c8b30 0px 7px 29px 0px;
|
| 134 |
+
}
|
| 135 |
+
|
| 136 |
+
.predict-btn:active {
|
| 137 |
+
background-color: #0c8b30;
|
| 138 |
+
letter-spacing: 2px;
|
| 139 |
+
box-shadow: #0c8b30 0px 7px 29px 0px;
|
| 140 |
+
transform: translateY(10px);
|
| 141 |
+
}
|
| 142 |
+
.predict-btn:focus {
|
| 143 |
+
outline: none;
|
| 144 |
+
}
|
| 145 |
+
|
| 146 |
+
#predictionResult {
|
| 147 |
+
color: white; /* Change the color to white */
|
| 148 |
+
margin-top: 20px;
|
| 149 |
+
text-align: center;
|
| 150 |
+
backdrop-filter: blur(0px);
|
| 151 |
+
font-weight: bold;
|
| 152 |
+
border: none;
|
| 153 |
+
box-shadow: none;
|
| 154 |
+
text-shadow: 2px 2px 4px rgba(0, 0, 0, 2);
|
| 155 |
+
text-shadow: 2px 2px 4px rgba(0, 0, 0, 0.9)
|
| 156 |
+
box-shadow: none;
|
| 157 |
+
}
|
| 158 |
+
|
| 159 |
+
@media only screen and (max-width: 600px) {
|
| 160 |
+
h1{
|
| 161 |
+
font-size:25px;
|
| 162 |
+
font-family: 'Kanit', sans-serif;
|
| 163 |
+
}
|
| 164 |
+
#imagePreview {
|
| 165 |
+
max-width: 70%;
|
| 166 |
+
height: 60%;
|
| 167 |
+
border: 0px solid #ddd;
|
| 168 |
+
border-radius: 8px;
|
| 169 |
+
padding: 10px;
|
| 170 |
+
backdrop-filter: blur(50px);
|
| 171 |
+
margin-bottom: 10px;
|
| 172 |
+
display: block;
|
| 173 |
+
margin: 0 auto;
|
| 174 |
+
}
|
| 175 |
+
body {
|
| 176 |
+
background-size: fixed; /* or 'contain' based on your preference */
|
| 177 |
+
}
|
| 178 |
+
}
|
| 179 |
+
|
| 180 |
+
.loading-icon {
|
| 181 |
+
display: none;
|
| 182 |
+
border: 4px solid #f3f3f3;
|
| 183 |
+
border-top: 4px solid #3498db;
|
| 184 |
+
border-radius: 50%;
|
| 185 |
+
width: 20px;
|
| 186 |
+
height: 20px;
|
| 187 |
+
animation: spin 1s linear infinite;
|
| 188 |
+
}
|
| 189 |
+
|
| 190 |
+
@keyframes spin {
|
| 191 |
+
0% { transform: rotate(0deg); }
|
| 192 |
+
100% { transform: rotate(360deg); }
|
| 193 |
+
}
|
models/bird/static/bird.js
ADDED
|
@@ -0,0 +1,68 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
document.addEventListener("DOMContentLoaded", function () {
|
| 2 |
+
const form = document.getElementById("uploadForm");
|
| 3 |
+
const fileInput = document.getElementById("fileInput");
|
| 4 |
+
const predictButton = document.getElementById("predictButton");
|
| 5 |
+
const loadingIcon = document.getElementById("loadingIcon");
|
| 6 |
+
|
| 7 |
+
form.addEventListener("submit", function (event) {
|
| 8 |
+
event.preventDefault();
|
| 9 |
+
|
| 10 |
+
// Show loading icon and change button text
|
| 11 |
+
loadingIcon.style.display = "inline-block";
|
| 12 |
+
predictButton.innerHTML = '<span class="spinner-border spinner-border-sm" role="status" aria-hidden="true"></span> Predicting...';
|
| 13 |
+
|
| 14 |
+
const formData = new FormData(form);
|
| 15 |
+
fetch("/predict_bird", {
|
| 16 |
+
method: "POST",
|
| 17 |
+
body: formData,
|
| 18 |
+
})
|
| 19 |
+
.then(response => response.json())
|
| 20 |
+
.then(data => {
|
| 21 |
+
// Hide loading icon and reset button text
|
| 22 |
+
loadingIcon.style.display = "none";
|
| 23 |
+
predictButton.innerHTML = 'Predict';
|
| 24 |
+
|
| 25 |
+
displayPredictionResult(data);
|
| 26 |
+
})
|
| 27 |
+
.catch(error => {
|
| 28 |
+
// Hide loading icon in case of error and reset button text
|
| 29 |
+
loadingIcon.style.display = "none";
|
| 30 |
+
predictButton.innerHTML = 'Predict';
|
| 31 |
+
|
| 32 |
+
console.error("Error:", error);
|
| 33 |
+
});
|
| 34 |
+
});
|
| 35 |
+
|
| 36 |
+
// Image preview on file input change
|
| 37 |
+
fileInput.addEventListener("change", function () {
|
| 38 |
+
const file = fileInput.files[0];
|
| 39 |
+
if (file) {
|
| 40 |
+
displayImagePreview(file);
|
| 41 |
+
}
|
| 42 |
+
});
|
| 43 |
+
});
|
| 44 |
+
|
| 45 |
+
function displayPredictionResult(data) {
|
| 46 |
+
const resultDiv = document.getElementById("predictionResult");
|
| 47 |
+
if (data.confidence < 75) {
|
| 48 |
+
alert("Please upload a valid or clear image.");
|
| 49 |
+
} else {
|
| 50 |
+
resultDiv.innerHTML = `
|
| 51 |
+
<p>Predicted: ${data.class}</p>
|
| 52 |
+
<p>Confidence: ${data.confidence}%</p>
|
| 53 |
+
`;
|
| 54 |
+
}
|
| 55 |
+
}
|
| 56 |
+
|
| 57 |
+
function displayImagePreview(file) {
|
| 58 |
+
const imagePreview = document.getElementById("imagePreview");
|
| 59 |
+
const imagePreviewContainer = document.getElementById("imagePreviewContainer");
|
| 60 |
+
|
| 61 |
+
const reader = new FileReader();
|
| 62 |
+
reader.onload = function (e) {
|
| 63 |
+
imagePreview.src = e.target.result;
|
| 64 |
+
};
|
| 65 |
+
|
| 66 |
+
reader.readAsDataURL(file);
|
| 67 |
+
imagePreviewContainer.style.display = "block";
|
| 68 |
+
}
|
models/bird/static/images/bg1.jpg
ADDED
|
Git LFS Details
|
models/bird/static/images/bg2.jpg
ADDED
|
Git LFS Details
|
models/bird/static/images/bg3.jpg
ADDED
|
Git LFS Details
|
models/bird/static/images/bg4.jpg
ADDED
|
models/card/card.html
ADDED
|
@@ -0,0 +1,39 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
<!-- index.html -->
|
| 2 |
+
|
| 3 |
+
<!DOCTYPE html>
|
| 4 |
+
<html lang="en">
|
| 5 |
+
<head>
|
| 6 |
+
<meta charset="UTF-8">
|
| 7 |
+
<meta name="viewport" content="width=device-width, initial-scale=1.0">
|
| 8 |
+
<link rel="stylesheet" href="https://stackpath.bootstrapcdn.com/bootstrap/4.5.2/css/bootstrap.min.css">
|
| 9 |
+
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.3/css/all.min.css">
|
| 10 |
+
<link rel="stylesheet" href="static/card.css?v=3">
|
| 11 |
+
<title>Cards Prediction</title>
|
| 12 |
+
</head>
|
| 13 |
+
<body>
|
| 14 |
+
<div class="header-container container">
|
| 15 |
+
<h1>Cards Prediction</h1>
|
| 16 |
+
</div>
|
| 17 |
+
<form id="uploadForm" action="/predict" method="post" enctype="multipart/form-data" class="container">
|
| 18 |
+
<div id="fileInputContainer">
|
| 19 |
+
<input type="file" name="file" id="fileInput" accept="image/*">
|
| 20 |
+
<label for="fileInput" id="fileInputLabel">
|
| 21 |
+
<i class="fas fa-cloud-upload-alt upload-icon"></i>
|
| 22 |
+
Drag & Drop or Click to Upload
|
| 23 |
+
</label>
|
| 24 |
+
</div>
|
| 25 |
+
<div id="imageContainer" class="container">
|
| 26 |
+
<img id="imagePreview">
|
| 27 |
+
</div>
|
| 28 |
+
<div id="predictionResult" class="container"></div>
|
| 29 |
+
<button type="submit" class="predict-btn" id="predictButton">
|
| 30 |
+
<span class="loading-icon" id="loadingIcon"></span>
|
| 31 |
+
Predict
|
| 32 |
+
</button>
|
| 33 |
+
</form>
|
| 34 |
+
<script src="static/card.js"></script>
|
| 35 |
+
<script src="https://code.jquery.com/jquery-3.5.1.slim.min.js"></script>
|
| 36 |
+
<script src="https://cdn.jsdelivr.net/npm/@popperjs/[email protected]/dist/umd/popper.min.js"></script>
|
| 37 |
+
<script src="https://stackpath.bootstrapcdn.com/bootstrap/4.5.2/js/bootstrap.min.js"></script>
|
| 38 |
+
</body>
|
| 39 |
+
</html>
|
models/card/card_model_v2.h5
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8ba7901ceb009883b4698b0e99aa1970a7d8360086b978a87fe9ed703d959979
|
| 3 |
+
size 9781296
|
models/card/static/card.css
ADDED
|
@@ -0,0 +1,197 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
/* style.css */
|
| 2 |
+
|
| 3 |
+
body, html {
|
| 4 |
+
margin: 0;
|
| 5 |
+
padding: 0;
|
| 6 |
+
height: 100%;
|
| 7 |
+
}
|
| 8 |
+
|
| 9 |
+
body {
|
| 10 |
+
background-image: url('images/bg2.jpg');
|
| 11 |
+
background-size: cover;
|
| 12 |
+
background-position: center;
|
| 13 |
+
background-repeat: no-repeat;
|
| 14 |
+
font-family: 'Arial', sans-serif;
|
| 15 |
+
color: #333;
|
| 16 |
+
overflow-y: scroll;
|
| 17 |
+
background-attachment: fixed;
|
| 18 |
+
}
|
| 19 |
+
|
| 20 |
+
.container {
|
| 21 |
+
max-width: 600px; /* Adjust the max-width as needed */
|
| 22 |
+
margin: 20px auto;
|
| 23 |
+
padding: 20px;
|
| 24 |
+
border-radius: 8px;
|
| 25 |
+
box-shadow: 0 4px 8px rgba(0, 0, 0, 0.6);
|
| 26 |
+
backdrop-filter: blur(0px);
|
| 27 |
+
}
|
| 28 |
+
|
| 29 |
+
.header-container {
|
| 30 |
+
max-width: 600px;
|
| 31 |
+
margin: 0 auto;
|
| 32 |
+
background-color: #000000;/* Adjust the alpha value for transparency */
|
| 33 |
+
border-radius: 8px;
|
| 34 |
+
padding: 20px;
|
| 35 |
+
border: 1px solid hsl(0, 0%, 100%);
|
| 36 |
+
border-radius: 10px;
|
| 37 |
+
text-align: center;
|
| 38 |
+
margin-bottom: 20px;
|
| 39 |
+
box-shadow: 0 4px 8px rgba(0, 0, 0, 6);
|
| 40 |
+
backdrop-filter: blur(30px);
|
| 41 |
+
margin: 20px auto 0;
|
| 42 |
+
}
|
| 43 |
+
|
| 44 |
+
|
| 45 |
+
h1 {
|
| 46 |
+
text-align: center;
|
| 47 |
+
color: rgb(255, 5, 5);
|
| 48 |
+
font-weight: bold;
|
| 49 |
+
text-shadow: 2px 2px 4px rgba(0, 0, 0, 20);
|
| 50 |
+
margin: 0;
|
| 51 |
+
font-family: 'Kanit', sans-serif;
|
| 52 |
+
}
|
| 53 |
+
|
| 54 |
+
|
| 55 |
+
#fileInputContainer {
|
| 56 |
+
position: relative;
|
| 57 |
+
margin-bottom: 20px;
|
| 58 |
+
border: 1px solid ##3498db;
|
| 59 |
+
|
| 60 |
+
}
|
| 61 |
+
|
| 62 |
+
#fileInput {
|
| 63 |
+
position: absolute;
|
| 64 |
+
top: 0;
|
| 65 |
+
left: 0;
|
| 66 |
+
width: 100%;
|
| 67 |
+
height: 100%;
|
| 68 |
+
opacity: 0;
|
| 69 |
+
cursor: pointer;
|
| 70 |
+
backdrop-filter: blur(0px);
|
| 71 |
+
border-radius: 8px;
|
| 72 |
+
box-shadow: 0 4px 8px rgba(0, 0, 0, 0.6);
|
| 73 |
+
}
|
| 74 |
+
|
| 75 |
+
#fileInputLabel {
|
| 76 |
+
display: flex;
|
| 77 |
+
flex-direction: column;
|
| 78 |
+
align-items: center;
|
| 79 |
+
justify-content: center;
|
| 80 |
+
font-size: 18px;
|
| 81 |
+
color: #ff0000;
|
| 82 |
+
font-family: 'Kanit', sans-serif;
|
| 83 |
+
text-shadow: 2px 2px 4px rgba(0, 0, 0, 0.9);
|
| 84 |
+
font-weight: bold;
|
| 85 |
+
cursor: pointer;
|
| 86 |
+
transition: color 0.3s ease;
|
| 87 |
+
}
|
| 88 |
+
|
| 89 |
+
#fileInputLabel:hover {
|
| 90 |
+
color: #297fb8;
|
| 91 |
+
}
|
| 92 |
+
|
| 93 |
+
#imagePreview {
|
| 94 |
+
max-width: 50%;
|
| 95 |
+
max-height: 10%;
|
| 96 |
+
border: 0px solid #ddd;
|
| 97 |
+
border-radius: 8px;
|
| 98 |
+
padding: 10px;
|
| 99 |
+
backdrop-filter: blur(50px);
|
| 100 |
+
margin-bottom: 20px;
|
| 101 |
+
display: block;
|
| 102 |
+
margin: 0 auto;
|
| 103 |
+
}
|
| 104 |
+
|
| 105 |
+
#imageContainer {
|
| 106 |
+
text-align: center;
|
| 107 |
+
backdrop-filter: blur(10px); /* Adjust the blur value as needed */
|
| 108 |
+
background-color: rgba(0, 0, 0, 0.5); /* Adjust the alpha value for transparency */
|
| 109 |
+
border-radius: 8px;
|
| 110 |
+
padding: 10px;
|
| 111 |
+
margin-bottom: 20px;
|
| 112 |
+
display: block;
|
| 113 |
+
margin: 0 auto;
|
| 114 |
+
}
|
| 115 |
+
|
| 116 |
+
.upload-icon {
|
| 117 |
+
font-size: 36px;
|
| 118 |
+
margin-bottom: 10px;
|
| 119 |
+
}
|
| 120 |
+
|
| 121 |
+
.predict-btn {
|
| 122 |
+
width: 100%;
|
| 123 |
+
padding: 10px;
|
| 124 |
+
background-color:rgb(36, 3, 21);
|
| 125 |
+
color:white;
|
| 126 |
+
font-weight: bold;
|
| 127 |
+
border: none;
|
| 128 |
+
font-family: 'Kanit', sans-serif;
|
| 129 |
+
border-radius: 50px;
|
| 130 |
+
cursor: pointer;
|
| 131 |
+
transition: background-color 0.3s;
|
| 132 |
+
}
|
| 133 |
+
|
| 134 |
+
.predict-btn:hover {
|
| 135 |
+
background-color: #ff0000;
|
| 136 |
+
letter-spacing: 2px;
|
| 137 |
+
box-shadow: #ff0000 0px 7px 29px 0px;
|
| 138 |
+
}
|
| 139 |
+
|
| 140 |
+
.predict-btn:active {
|
| 141 |
+
background-color: #ff0000;
|
| 142 |
+
letter-spacing: 2px;
|
| 143 |
+
box-shadow: #ff0000 0px 7px 29px 0px;
|
| 144 |
+
transform: translateY(10px);
|
| 145 |
+
}
|
| 146 |
+
.predict-btn:focus {
|
| 147 |
+
outline: none;
|
| 148 |
+
}
|
| 149 |
+
|
| 150 |
+
#predictionResult {
|
| 151 |
+
color: white; /* Change the color to white */
|
| 152 |
+
margin-top: 20px;
|
| 153 |
+
text-align: center;
|
| 154 |
+
backdrop-filter: blur(40px);
|
| 155 |
+
font-weight: bold;
|
| 156 |
+
border: none;
|
| 157 |
+
font-size: 20px;
|
| 158 |
+
font-family: 'Kanit', sans-serif;
|
| 159 |
+
text-shadow: 2px 2px 4px rgba(0, 0, 0, 0.9);
|
| 160 |
+
box-shadow: none;
|
| 161 |
+
}
|
| 162 |
+
|
| 163 |
+
@media only screen and (max-width: 600px) {
|
| 164 |
+
h1{
|
| 165 |
+
font-size:25px;
|
| 166 |
+
font-family: 'Kanit', sans-serif;
|
| 167 |
+
}
|
| 168 |
+
#imagePreview {
|
| 169 |
+
max-width: 70%;
|
| 170 |
+
height: 60%;
|
| 171 |
+
border: 0px solid #ddd;
|
| 172 |
+
border-radius: 8px;
|
| 173 |
+
padding: 10px;
|
| 174 |
+
backdrop-filter: blur(50px);
|
| 175 |
+
margin-bottom: 10px;
|
| 176 |
+
display: block;
|
| 177 |
+
margin: 0 auto;
|
| 178 |
+
}
|
| 179 |
+
body {
|
| 180 |
+
background-size: cover; /* or 'contain' based on your preference */
|
| 181 |
+
}
|
| 182 |
+
}
|
| 183 |
+
|
| 184 |
+
.loading-icon {
|
| 185 |
+
display: none;
|
| 186 |
+
border: 4px solid #f3f3f3;
|
| 187 |
+
border-top: 4px solid #3498db;
|
| 188 |
+
border-radius: 50%;
|
| 189 |
+
width: 20px;
|
| 190 |
+
height: 20px;
|
| 191 |
+
animation: spin 1s linear infinite;
|
| 192 |
+
}
|
| 193 |
+
|
| 194 |
+
@keyframes spin {
|
| 195 |
+
0% { transform: rotate(0deg); }
|
| 196 |
+
100% { transform: rotate(360deg); }
|
| 197 |
+
}
|
models/card/static/card.js
ADDED
|
@@ -0,0 +1,69 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
document.addEventListener("DOMContentLoaded", function () {
|
| 2 |
+
const form = document.getElementById("uploadForm");
|
| 3 |
+
const fileInput = document.getElementById("fileInput");
|
| 4 |
+
const imagePreview = document.getElementById("imagePreview");
|
| 5 |
+
const predictButton = document.getElementById("predictButton");
|
| 6 |
+
const loadingIcon = document.getElementById("loadingIcon");
|
| 7 |
+
|
| 8 |
+
form.addEventListener("submit", function (event) {
|
| 9 |
+
event.preventDefault();
|
| 10 |
+
|
| 11 |
+
// Show loading icon and change button text
|
| 12 |
+
loadingIcon.style.display = "inline-block";
|
| 13 |
+
predictButton.innerHTML = '<span class="spinner-border spinner-border-sm" role="status" aria-hidden="true"></span> Predicting...';
|
| 14 |
+
|
| 15 |
+
const formData = new FormData(form);
|
| 16 |
+
fetch("/predict_card", {
|
| 17 |
+
method: "POST",
|
| 18 |
+
body: formData,
|
| 19 |
+
})
|
| 20 |
+
.then(response => response.json())
|
| 21 |
+
.then(data => {
|
| 22 |
+
// Hide loading icon and reset button text
|
| 23 |
+
loadingIcon.style.display = "none";
|
| 24 |
+
predictButton.innerHTML = 'Predict';
|
| 25 |
+
|
| 26 |
+
displayPredictionResult(data);
|
| 27 |
+
})
|
| 28 |
+
.catch(error => {
|
| 29 |
+
// Hide loading icon in case of error and reset button text
|
| 30 |
+
loadingIcon.style.display = "none";
|
| 31 |
+
predictButton.innerHTML = 'Predict';
|
| 32 |
+
|
| 33 |
+
console.error("Error:", error);
|
| 34 |
+
});
|
| 35 |
+
});
|
| 36 |
+
|
| 37 |
+
// Image preview on file input change
|
| 38 |
+
fileInput.addEventListener("change", function () {
|
| 39 |
+
const file = fileInput.files[0];
|
| 40 |
+
if (file) {
|
| 41 |
+
displayImagePreview(file);
|
| 42 |
+
}
|
| 43 |
+
});
|
| 44 |
+
});
|
| 45 |
+
|
| 46 |
+
function displayPredictionResult(data) {
|
| 47 |
+
const resultDiv = document.getElementById("predictionResult");
|
| 48 |
+
if (data.confidence < 75) {
|
| 49 |
+
alert("Please upload a valid or clear image.");
|
| 50 |
+
} else {
|
| 51 |
+
resultDiv.innerHTML = `
|
| 52 |
+
<p>Predicted: ${data.class}</p>
|
| 53 |
+
<p>Confidence: ${data.confidence}%</p>
|
| 54 |
+
`;
|
| 55 |
+
}
|
| 56 |
+
}
|
| 57 |
+
|
| 58 |
+
function displayImagePreview(file) {
|
| 59 |
+
const imagePreview = document.getElementById("imagePreview");
|
| 60 |
+
const imagePreviewContainer = document.getElementById("imagePreviewContainer");
|
| 61 |
+
|
| 62 |
+
const reader = new FileReader();
|
| 63 |
+
reader.onload = function (e) {
|
| 64 |
+
imagePreview.src = e.target.result;
|
| 65 |
+
};
|
| 66 |
+
|
| 67 |
+
reader.readAsDataURL(file);
|
| 68 |
+
imagePreviewContainer.style.display = "block";
|
| 69 |
+
}
|
models/card/static/images/bg1.webp
ADDED
|
models/card/static/images/bg2.jpg
ADDED
|
models/chess/chess.html
ADDED
|
@@ -0,0 +1,39 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
<!-- chess.html -->
|
| 2 |
+
|
| 3 |
+
<!DOCTYPE html>
|
| 4 |
+
<html lang="en">
|
| 5 |
+
<head>
|
| 6 |
+
<meta charset="UTF-8">
|
| 7 |
+
<meta name="viewport" content="width=device-width, initial-scale=1.0">
|
| 8 |
+
<link rel="stylesheet" href="https://stackpath.bootstrapcdn.com/bootstrap/4.5.2/css/bootstrap.min.css">
|
| 9 |
+
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.3/css/all.min.css">
|
| 10 |
+
<link rel="stylesheet" href="static/chess.css?v=2">
|
| 11 |
+
<title>Chess Pieces Detection</title>
|
| 12 |
+
</head>
|
| 13 |
+
<body>
|
| 14 |
+
<div class="header-container container">
|
| 15 |
+
<h1>Chess Pieces Detection</h1>
|
| 16 |
+
</div>
|
| 17 |
+
<form id="uploadForm" action="/predict" method="post" enctype="multipart/form-data" class="container">
|
| 18 |
+
<div id="fileInputContainer">
|
| 19 |
+
<input type="file" name="file" id="fileInput" accept="image/*">
|
| 20 |
+
<label for="fileInput" id="fileInputLabel">
|
| 21 |
+
<i class="fas fa-cloud-upload-alt upload-icon"></i>
|
| 22 |
+
Drag & Drop or Click to Upload
|
| 23 |
+
</label>
|
| 24 |
+
</div>
|
| 25 |
+
<div id="imageContainer" class="container">
|
| 26 |
+
<img id="imagePreview">
|
| 27 |
+
</div>
|
| 28 |
+
<div id="predictionResult" class="container"></div>
|
| 29 |
+
<button type="submit" class="predict-btn" id="predictButton">
|
| 30 |
+
<span class="loading-icon" id="loadingIcon"></span>
|
| 31 |
+
Predict
|
| 32 |
+
</button>
|
| 33 |
+
</form>
|
| 34 |
+
<script src="static/chess.js"></script>
|
| 35 |
+
<script src="https://code.jquery.com/jquery-3.5.1.slim.min.js"></script>
|
| 36 |
+
<script src="https://cdn.jsdelivr.net/npm/@popperjs/[email protected]/dist/umd/popper.min.js"></script>
|
| 37 |
+
<script src="https://stackpath.bootstrapcdn.com/bootstrap/4.5.2/js/bootstrap.min.js"></script>
|
| 38 |
+
</body>
|
| 39 |
+
</html>
|
models/chess/chess_prediction_v4.h5
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:68f9536e37e91ea627b6d220c5889770590c54c0b5b69f5b9ce7b21253a6f619
|
| 3 |
+
size 10037240
|
models/chess/static/chess.css
ADDED
|
@@ -0,0 +1,193 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
/* style.css */
|
| 2 |
+
|
| 3 |
+
body, html {
|
| 4 |
+
margin: 0;
|
| 5 |
+
padding: 0;
|
| 6 |
+
height: 100%;
|
| 7 |
+
}
|
| 8 |
+
|
| 9 |
+
body {
|
| 10 |
+
background-image: url('images/bg1.jpg');
|
| 11 |
+
background-size: cover;
|
| 12 |
+
background-position: center;
|
| 13 |
+
background-repeat: no-repeat;
|
| 14 |
+
font-family: 'Arial', sans-serif;
|
| 15 |
+
color: #333;
|
| 16 |
+
overflow-y: scroll;
|
| 17 |
+
background-attachment: fixed;
|
| 18 |
+
}
|
| 19 |
+
|
| 20 |
+
.container {
|
| 21 |
+
max-width: 600px; /* Adjust the max-width as needed */
|
| 22 |
+
margin: 20px auto;
|
| 23 |
+
padding: 20px;
|
| 24 |
+
border-radius: 8px;
|
| 25 |
+
box-shadow: 0 4px 8px rgba(0, 0, 0, 0.6);
|
| 26 |
+
backdrop-filter: blur(0px);
|
| 27 |
+
}
|
| 28 |
+
|
| 29 |
+
.header-container {
|
| 30 |
+
max-width: 600px;
|
| 31 |
+
margin: 0 auto;
|
| 32 |
+
background-color: ##f4d03f;/* Adjust the alpha value for transparency */
|
| 33 |
+
border-radius: 8px;
|
| 34 |
+
padding: 20px;
|
| 35 |
+
border: 1px solid ##3498db;
|
| 36 |
+
border-radius: 10px;
|
| 37 |
+
text-align: center;
|
| 38 |
+
margin-bottom: 20px;
|
| 39 |
+
box-shadow: 0 4px 8px rgba(0, 0, 0, 6);
|
| 40 |
+
backdrop-filter: blur(0px);
|
| 41 |
+
margin: 20px auto 0
|
| 42 |
+
}
|
| 43 |
+
|
| 44 |
+
|
| 45 |
+
h1 {
|
| 46 |
+
text-align: center;
|
| 47 |
+
color: rgb(255, 255, 255);
|
| 48 |
+
font-weight: bold;
|
| 49 |
+
text-shadow: 2px 2px 4px rgba(0, 0, 0, 8);
|
| 50 |
+
margin: 0;
|
| 51 |
+
}
|
| 52 |
+
|
| 53 |
+
|
| 54 |
+
#fileInputContainer {
|
| 55 |
+
position: relative;
|
| 56 |
+
margin-bottom: 20px;
|
| 57 |
+
|
| 58 |
+
|
| 59 |
+
}
|
| 60 |
+
|
| 61 |
+
#fileInput {
|
| 62 |
+
position: absolute;
|
| 63 |
+
top: 0;
|
| 64 |
+
left: 0;
|
| 65 |
+
width: 100%;
|
| 66 |
+
height: 100%;
|
| 67 |
+
opacity: 0;
|
| 68 |
+
cursor: pointer;
|
| 69 |
+
backdrop-filter: blur(0px);
|
| 70 |
+
border-radius: 8px;
|
| 71 |
+
box-shadow: 0 4px 8px rgba(0, 0, 0, 0.6);
|
| 72 |
+
}
|
| 73 |
+
|
| 74 |
+
#fileInputLabel {
|
| 75 |
+
display: flex;
|
| 76 |
+
flex-direction: column;
|
| 77 |
+
align-items: center;
|
| 78 |
+
justify-content: center;
|
| 79 |
+
font-size: 18px;
|
| 80 |
+
color: #ffd903;
|
| 81 |
+
text-shadow: 2px 2px 4px rgba(0, 0, 0, 2);
|
| 82 |
+
font-weight: bold;
|
| 83 |
+
cursor: pointer;
|
| 84 |
+
transition: color 0.3s ease;
|
| 85 |
+
}
|
| 86 |
+
|
| 87 |
+
#fileInputLabel:hover {
|
| 88 |
+
color: #297fb8;
|
| 89 |
+
}
|
| 90 |
+
|
| 91 |
+
#imagePreview {
|
| 92 |
+
max-width: 100%;
|
| 93 |
+
height: auto;
|
| 94 |
+
border: 0px solid #ddd;
|
| 95 |
+
border-radius: 8px;
|
| 96 |
+
padding: 10px;
|
| 97 |
+
backdrop-filter: blur(50px);
|
| 98 |
+
margin-bottom: 20px;
|
| 99 |
+
display: block;
|
| 100 |
+
margin: 0 auto;
|
| 101 |
+
}
|
| 102 |
+
#imageContainer {
|
| 103 |
+
text-align: center;
|
| 104 |
+
backdrop-filter: blur(10px); /* Adjust the blur value as needed */
|
| 105 |
+
|
| 106 |
+
border-radius: 8px;
|
| 107 |
+
padding: 10px;
|
| 108 |
+
margin-bottom: 20px;
|
| 109 |
+
display: block;
|
| 110 |
+
margin: 0 auto;
|
| 111 |
+
}
|
| 112 |
+
|
| 113 |
+
.upload-icon {
|
| 114 |
+
font-size: 36px;
|
| 115 |
+
margin-bottom: 10px;
|
| 116 |
+
}
|
| 117 |
+
|
| 118 |
+
.predict-btn {
|
| 119 |
+
width: 100%;
|
| 120 |
+
padding: 10px;
|
| 121 |
+
background-color:rgb(159, 172, 41);
|
| 122 |
+
color:white;
|
| 123 |
+
font-weight: bold;
|
| 124 |
+
border: none;
|
| 125 |
+
border-radius: 50px;
|
| 126 |
+
cursor: pointer;
|
| 127 |
+
transition: background-color 0.3s;
|
| 128 |
+
}
|
| 129 |
+
|
| 130 |
+
.predict-btn:hover {
|
| 131 |
+
background-color: #0c8b30;
|
| 132 |
+
letter-spacing: 2px;
|
| 133 |
+
box-shadow: #0c8b30 0px 7px 29px 0px;
|
| 134 |
+
}
|
| 135 |
+
|
| 136 |
+
.predict-btn:active {
|
| 137 |
+
background-color: #0c8b30;
|
| 138 |
+
letter-spacing: 2px;
|
| 139 |
+
box-shadow: #0c8b30 0px 7px 29px 0px;
|
| 140 |
+
transform: translateY(10px);
|
| 141 |
+
}
|
| 142 |
+
.predict-btn:focus {
|
| 143 |
+
outline: none;
|
| 144 |
+
}
|
| 145 |
+
|
| 146 |
+
#predictionResult {
|
| 147 |
+
color: white; /* Change the color to white */
|
| 148 |
+
margin-top: 20px;
|
| 149 |
+
text-align: center;
|
| 150 |
+
backdrop-filter: blur(0px);
|
| 151 |
+
font-weight: bold;
|
| 152 |
+
border: none;
|
| 153 |
+
box-shadow: none;
|
| 154 |
+
text-shadow: 2px 2px 4px rgba(0, 0, 0, 2);
|
| 155 |
+
text-shadow: 2px 2px 4px rgba(0, 0, 0, 0.9)
|
| 156 |
+
box-shadow: none;
|
| 157 |
+
}
|
| 158 |
+
|
| 159 |
+
@media only screen and (max-width: 600px) {
|
| 160 |
+
h1{
|
| 161 |
+
font-size:25px;
|
| 162 |
+
font-family: 'Kanit', sans-serif;
|
| 163 |
+
}
|
| 164 |
+
#imagePreview {
|
| 165 |
+
max-width: 70%;
|
| 166 |
+
height: 60%;
|
| 167 |
+
border: 0px solid #ddd;
|
| 168 |
+
border-radius: 8px;
|
| 169 |
+
padding: 10px;
|
| 170 |
+
backdrop-filter: blur(50px);
|
| 171 |
+
margin-bottom: 10px;
|
| 172 |
+
display: block;
|
| 173 |
+
margin: 0 auto;
|
| 174 |
+
}
|
| 175 |
+
body {
|
| 176 |
+
background-size: cover; /* or 'contain' based on your preference */
|
| 177 |
+
}
|
| 178 |
+
}
|
| 179 |
+
|
| 180 |
+
.loading-icon {
|
| 181 |
+
display: none;
|
| 182 |
+
border: 4px solid #f3f3f3;
|
| 183 |
+
border-top: 4px solid #3498db;
|
| 184 |
+
border-radius: 50%;
|
| 185 |
+
width: 20px;
|
| 186 |
+
height: 20px;
|
| 187 |
+
animation: spin 1s linear infinite;
|
| 188 |
+
}
|
| 189 |
+
|
| 190 |
+
@keyframes spin {
|
| 191 |
+
0% { transform: rotate(0deg); }
|
| 192 |
+
100% { transform: rotate(360deg); }
|
| 193 |
+
}
|
models/chess/static/chess.js
ADDED
|
@@ -0,0 +1,68 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
document.addEventListener("DOMContentLoaded", function () {
|
| 2 |
+
const form = document.getElementById("uploadForm");
|
| 3 |
+
const fileInput = document.getElementById("fileInput");
|
| 4 |
+
const predictButton = document.getElementById("predictButton");
|
| 5 |
+
const loadingIcon = document.getElementById("loadingIcon");
|
| 6 |
+
|
| 7 |
+
form.addEventListener("submit", function (event) {
|
| 8 |
+
event.preventDefault();
|
| 9 |
+
|
| 10 |
+
// Show loading icon and change button text
|
| 11 |
+
loadingIcon.style.display = "inline-block";
|
| 12 |
+
predictButton.innerHTML = '<span class="spinner-border spinner-border-sm" role="status" aria-hidden="true"></span> Predicting...';
|
| 13 |
+
|
| 14 |
+
const formData = new FormData(form);
|
| 15 |
+
fetch("/predict_chess", {
|
| 16 |
+
method: "POST",
|
| 17 |
+
body: formData,
|
| 18 |
+
})
|
| 19 |
+
.then(response => response.json())
|
| 20 |
+
.then(data => {
|
| 21 |
+
// Hide loading icon and reset button text
|
| 22 |
+
loadingIcon.style.display = "none";
|
| 23 |
+
predictButton.innerHTML = 'Predict';
|
| 24 |
+
|
| 25 |
+
displayPredictionResult(data);
|
| 26 |
+
})
|
| 27 |
+
.catch(error => {
|
| 28 |
+
// Hide loading icon in case of error and reset button text
|
| 29 |
+
loadingIcon.style.display = "none";
|
| 30 |
+
predictButton.innerHTML = 'Predict';
|
| 31 |
+
|
| 32 |
+
console.error("Error:", error);
|
| 33 |
+
});
|
| 34 |
+
});
|
| 35 |
+
|
| 36 |
+
// Image preview on file input change
|
| 37 |
+
fileInput.addEventListener("change", function () {
|
| 38 |
+
const file = fileInput.files[0];
|
| 39 |
+
if (file) {
|
| 40 |
+
displayImagePreview(file);
|
| 41 |
+
}
|
| 42 |
+
});
|
| 43 |
+
});
|
| 44 |
+
|
| 45 |
+
function displayPredictionResult(data) {
|
| 46 |
+
const resultDiv = document.getElementById("predictionResult");
|
| 47 |
+
if (data.confidence < 75) {
|
| 48 |
+
alert("Please upload a valid or clear image.");
|
| 49 |
+
} else {
|
| 50 |
+
resultDiv.innerHTML = `
|
| 51 |
+
<p>Predicted: ${data.class}</p>
|
| 52 |
+
<p>Confidence: ${data.confidence}%</p>
|
| 53 |
+
`;
|
| 54 |
+
}
|
| 55 |
+
}
|
| 56 |
+
|
| 57 |
+
function displayImagePreview(file) {
|
| 58 |
+
const imagePreview = document.getElementById("imagePreview");
|
| 59 |
+
const imagePreviewContainer = document.getElementById("imagePreviewContainer");
|
| 60 |
+
|
| 61 |
+
const reader = new FileReader();
|
| 62 |
+
reader.onload = function (e) {
|
| 63 |
+
imagePreview.src = e.target.result;
|
| 64 |
+
};
|
| 65 |
+
|
| 66 |
+
reader.readAsDataURL(file);
|
| 67 |
+
imagePreviewContainer.style.display = "block";
|
| 68 |
+
}
|
models/chess/static/images/bg1.jpg
ADDED
|
Git LFS Details
|
models/chess/static/images/bg2.jpg
ADDED
|
Git LFS Details
|
models/dog_breed/dog_breed.html
ADDED
|
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
<!DOCTYPE html>
|
| 2 |
+
<html lang="en">
|
| 3 |
+
<head>
|
| 4 |
+
<meta charset="UTF-8">
|
| 5 |
+
<meta name="viewport" content="width=device-width, initial-scale=1.0">
|
| 6 |
+
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0/css/all.min.css">
|
| 7 |
+
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.3/css/all.min.css">
|
| 8 |
+
<link rel="stylesheet" href="static/dog_breed.css?v=1">
|
| 9 |
+
<title>Dog Breed Prediction</title>
|
| 10 |
+
</head>
|
| 11 |
+
<body>
|
| 12 |
+
<div class="header-container container">
|
| 13 |
+
<h1>Dog Breed Prediction</h1>
|
| 14 |
+
</div>
|
| 15 |
+
<form id="uploadForm" action="/predict" method="post" enctype="multipart/form-data" class="container">
|
| 16 |
+
<div id="fileInputContainer">
|
| 17 |
+
<input type="file" name="file" id="fileInput" accept="image/*">
|
| 18 |
+
<label for="fileInput" id="fileInputLabel">
|
| 19 |
+
<i class="fas fa-cloud-upload-alt upload-icon"></i>
|
| 20 |
+
Drag & Drop or Click to Upload
|
| 21 |
+
</label>
|
| 22 |
+
</div>
|
| 23 |
+
<div id="predictionResult" class="container"></div>
|
| 24 |
+
<button type="submit" class="predict-btn" id="predictButton">
|
| 25 |
+
<span class="loading-icon" id="loadingIcon"></span>
|
| 26 |
+
Predict
|
| 27 |
+
</button>
|
| 28 |
+
</form>
|
| 29 |
+
<script src="static/dog_breed.js"></script>
|
| 30 |
+
<script src="https://code.jquery.com/jquery-3.5.1.slim.min.js"></script>
|
| 31 |
+
<script src="https://cdn.jsdelivr.net/npm/@popperjs/[email protected]/dist/umd/popper.min.js"></script>
|
| 32 |
+
<script src="https://stackpath.bootstrapcdn.com/bootstrap/4.5.2/js/bootstrap.min.js"></script>
|
| 33 |
+
</body>
|
| 34 |
+
</html>
|
models/dog_breed/dog_breedv3.h5
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e7cfc1bdd19cd80871d5dfb2d0458131538566b8a4e1a4506ef0dd43c90b3d78
|
| 3 |
+
size 12796128
|
models/dog_breed/static/dog_breed.css
ADDED
|
@@ -0,0 +1,191 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
/* style.css */
|
| 2 |
+
|
| 3 |
+
body, html {
|
| 4 |
+
margin: 0;
|
| 5 |
+
padding: 0;
|
| 6 |
+
height: 100%;
|
| 7 |
+
}
|
| 8 |
+
|
| 9 |
+
body {
|
| 10 |
+
background-image: url('images/bg2.jpg');
|
| 11 |
+
background-size: cover;
|
| 12 |
+
background-position: center;
|
| 13 |
+
background-repeat: no-repeat;
|
| 14 |
+
font-family: 'Arial', sans-serif;
|
| 15 |
+
color: #333;
|
| 16 |
+
overflow-y: scroll;
|
| 17 |
+
background-attachment: fixed;
|
| 18 |
+
}
|
| 19 |
+
|
| 20 |
+
.container {
|
| 21 |
+
max-width: 600px; /* Adjust the max-width as needed */
|
| 22 |
+
margin: 20px auto;
|
| 23 |
+
padding: 20px;
|
| 24 |
+
border-radius: 8px;
|
| 25 |
+
box-shadow: 0 4px 8px rgba(0, 0, 0, 0.6);
|
| 26 |
+
backdrop-filter: blur(0px);
|
| 27 |
+
}
|
| 28 |
+
|
| 29 |
+
.header-container {
|
| 30 |
+
max-width: 600px;
|
| 31 |
+
margin: 0 auto;
|
| 32 |
+
border-radius: 8px;
|
| 33 |
+
padding: 20px;
|
| 34 |
+
border-radius: 10px;
|
| 35 |
+
text-align: center;
|
| 36 |
+
margin-bottom: 20px;
|
| 37 |
+
box-shadow: 0 4px 8px rgba(0, 0, 0, 6);
|
| 38 |
+
backdrop-filter: blur(10px);
|
| 39 |
+
margin: 20px auto 0;
|
| 40 |
+
}
|
| 41 |
+
|
| 42 |
+
|
| 43 |
+
h1 {
|
| 44 |
+
text-align: center;
|
| 45 |
+
color: rgb(104, 80, 80);
|
| 46 |
+
font-weight: bold;
|
| 47 |
+
text-shadow: 2px 2px 4px rgba(0, 0, 0, 20);
|
| 48 |
+
margin: 0;
|
| 49 |
+
}
|
| 50 |
+
|
| 51 |
+
|
| 52 |
+
#fileInputContainer {
|
| 53 |
+
position: relative;
|
| 54 |
+
margin-bottom: 20px;
|
| 55 |
+
border: none;
|
| 56 |
+
|
| 57 |
+
}
|
| 58 |
+
|
| 59 |
+
#fileInput {
|
| 60 |
+
position: absolute;
|
| 61 |
+
top: 0;
|
| 62 |
+
left: 0;
|
| 63 |
+
width: 100%;
|
| 64 |
+
height: 100%;
|
| 65 |
+
opacity: 0;
|
| 66 |
+
cursor: pointer;
|
| 67 |
+
backdrop-filter: blur(0px);
|
| 68 |
+
border-radius: 8px;
|
| 69 |
+
box-shadow: 0 4px 8px rgba(0, 0, 0, 0.6);
|
| 70 |
+
}
|
| 71 |
+
|
| 72 |
+
#fileInputLabel {
|
| 73 |
+
display: flex;
|
| 74 |
+
flex-direction: column;
|
| 75 |
+
align-items: center;
|
| 76 |
+
justify-content: center;
|
| 77 |
+
font-size: 18px;
|
| 78 |
+
color: #989e2a;
|
| 79 |
+
text-shadow: 2px 2px 4px rgba(0, 0, 0, 0.9);
|
| 80 |
+
font-weight: bold;
|
| 81 |
+
cursor: pointer;
|
| 82 |
+
transition: color 0.3s ease;
|
| 83 |
+
}
|
| 84 |
+
|
| 85 |
+
#fileInputLabel:hover {
|
| 86 |
+
color: #297fb8;
|
| 87 |
+
}
|
| 88 |
+
|
| 89 |
+
#imagePreview {
|
| 90 |
+
max-width: 100%;
|
| 91 |
+
height: auto;
|
| 92 |
+
border: 0px solid #ddd;
|
| 93 |
+
border-radius: 8px;
|
| 94 |
+
padding: 10px;
|
| 95 |
+
backdrop-filter: blur(50px);
|
| 96 |
+
margin-bottom: 20px;
|
| 97 |
+
display: block;
|
| 98 |
+
margin: 0 auto;
|
| 99 |
+
}
|
| 100 |
+
#imageContainer {
|
| 101 |
+
text-align: center;
|
| 102 |
+
backdrop-filter: blur(10px); /* Adjust the blur value as needed */
|
| 103 |
+
background-color: rgba(255, 255, 255, 0.5); /* Adjust the alpha value for transparency */
|
| 104 |
+
border-radius: 8px;
|
| 105 |
+
padding: 10px;
|
| 106 |
+
margin-bottom: 20px;
|
| 107 |
+
display: block;
|
| 108 |
+
margin: 0 auto;
|
| 109 |
+
}
|
| 110 |
+
|
| 111 |
+
.upload-icon {
|
| 112 |
+
font-size: 36px;
|
| 113 |
+
margin-bottom: 10px;
|
| 114 |
+
}
|
| 115 |
+
|
| 116 |
+
.predict-btn {
|
| 117 |
+
width: 100%;
|
| 118 |
+
padding: 10px;
|
| 119 |
+
background-color:rgb(72, 59, 59);
|
| 120 |
+
color:white;
|
| 121 |
+
font-weight: bold;
|
| 122 |
+
border: none;
|
| 123 |
+
border-radius: 50px;
|
| 124 |
+
cursor: pointer;
|
| 125 |
+
transition: background-color 0.3s;
|
| 126 |
+
}
|
| 127 |
+
|
| 128 |
+
.predict-btn:hover {
|
| 129 |
+
background-color: #000000;
|
| 130 |
+
letter-spacing: 2px;
|
| 131 |
+
box-shadow: #000000; 0px 7px 29px 0px;
|
| 132 |
+
}
|
| 133 |
+
|
| 134 |
+
.predict-btn:active {
|
| 135 |
+
background-color: #000000;
|
| 136 |
+
letter-spacing: 2px;
|
| 137 |
+
box-shadow: #000000; 0px 7px 29px 0px;
|
| 138 |
+
transform: translateY(10px);
|
| 139 |
+
}
|
| 140 |
+
.predict-btn:focus {
|
| 141 |
+
outline: none;
|
| 142 |
+
}
|
| 143 |
+
|
| 144 |
+
#predictionResult {
|
| 145 |
+
color: white; /* Change the color to white */
|
| 146 |
+
margin-top: 20px;
|
| 147 |
+
text-align: center;
|
| 148 |
+
backdrop-filter: blur(40px);
|
| 149 |
+
font-weight: bold;
|
| 150 |
+
border: none;
|
| 151 |
+
font-size: 20px;
|
| 152 |
+
font-family: 'Kanit', sans-serif;
|
| 153 |
+
text-shadow: 2px 2px 4px rgba(0, 0, 0, 0.9);
|
| 154 |
+
box-shadow: none;
|
| 155 |
+
}
|
| 156 |
+
|
| 157 |
+
@media only screen and (max-width: 600px) {
|
| 158 |
+
h1{
|
| 159 |
+
font-size:25px;
|
| 160 |
+
font-family: 'Kanit', sans-serif;
|
| 161 |
+
}
|
| 162 |
+
#imagePreview {
|
| 163 |
+
max-width: 70%;
|
| 164 |
+
height: 60%;
|
| 165 |
+
border: 0px solid #ddd;
|
| 166 |
+
border-radius: 8px;
|
| 167 |
+
padding: 10px;
|
| 168 |
+
backdrop-filter: blur(50px);
|
| 169 |
+
margin-bottom: 10px;
|
| 170 |
+
display: block;
|
| 171 |
+
margin: 0 auto;
|
| 172 |
+
}
|
| 173 |
+
body {
|
| 174 |
+
background-size: cover; /* or 'contain' based on your preference */
|
| 175 |
+
}
|
| 176 |
+
}
|
| 177 |
+
|
| 178 |
+
.loading-icon {
|
| 179 |
+
display: none;
|
| 180 |
+
border: 4px solid #f3f3f3;
|
| 181 |
+
border-top: 4px solid #3498db;
|
| 182 |
+
border-radius: 50%;
|
| 183 |
+
width: 20px;
|
| 184 |
+
height: 20px;
|
| 185 |
+
animation: spin 1s linear infinite;
|
| 186 |
+
}
|
| 187 |
+
|
| 188 |
+
@keyframes spin {
|
| 189 |
+
0% { transform: rotate(0deg); }
|
| 190 |
+
100% { transform: rotate(360deg); }
|
| 191 |
+
}
|
models/dog_breed/static/dog_breed.js
ADDED
|
@@ -0,0 +1,70 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
document.addEventListener("DOMContentLoaded", function () {
|
| 2 |
+
const form = document.getElementById("uploadForm");
|
| 3 |
+
const fileInput = document.getElementById("fileInput");
|
| 4 |
+
const predictButton = document.getElementById("predictButton");
|
| 5 |
+
const loadingIcon = document.getElementById("loadingIcon");
|
| 6 |
+
|
| 7 |
+
form.addEventListener("submit", function (event) {
|
| 8 |
+
event.preventDefault();
|
| 9 |
+
|
| 10 |
+
// Show loading icon and change button text
|
| 11 |
+
loadingIcon.style.display = "inline-block";
|
| 12 |
+
predictButton.innerHTML = '<span class="spinner-border spinner-border-sm" role="status" aria-hidden="true"></span> Predicting...';
|
| 13 |
+
|
| 14 |
+
const formData = new FormData(form);
|
| 15 |
+
fetch("/predict_dog_breed", {
|
| 16 |
+
method: "POST",
|
| 17 |
+
body: formData,
|
| 18 |
+
})
|
| 19 |
+
.then(response => response.json())
|
| 20 |
+
.then(data => {
|
| 21 |
+
// Hide loading icon and reset button text
|
| 22 |
+
loadingIcon.style.display = "none";
|
| 23 |
+
predictButton.innerHTML = 'Predict';
|
| 24 |
+
|
| 25 |
+
displayPredictionResult(data);
|
| 26 |
+
})
|
| 27 |
+
.catch(error => {
|
| 28 |
+
// Hide loading icon in case of error and reset button text
|
| 29 |
+
loadingIcon.style.display = "none";
|
| 30 |
+
predictButton.innerHTML = 'Predict';
|
| 31 |
+
|
| 32 |
+
console.error("Error:", error);
|
| 33 |
+
});
|
| 34 |
+
});
|
| 35 |
+
|
| 36 |
+
// Image preview on file input change
|
| 37 |
+
fileInput.addEventListener("change", function () {
|
| 38 |
+
const file = fileInput.files[0];
|
| 39 |
+
if (file) {
|
| 40 |
+
displayImagePreview(file);
|
| 41 |
+
}
|
| 42 |
+
});
|
| 43 |
+
});
|
| 44 |
+
|
| 45 |
+
function displayPredictionResult(data) {
|
| 46 |
+
const resultDiv = document.getElementById("predictionResult");
|
| 47 |
+
if (data.confidence < 75) {
|
| 48 |
+
alert("Please upload a valid or clear image.");
|
| 49 |
+
} else {
|
| 50 |
+
resultDiv.innerHTML = `
|
| 51 |
+
<p>Predicted: ${data.class}</p>
|
| 52 |
+
<p>Confidence: ${data.confidence}%</p>
|
| 53 |
+
`;
|
| 54 |
+
}
|
| 55 |
+
}
|
| 56 |
+
|
| 57 |
+
function displayImagePreview(file) {
|
| 58 |
+
const body = document.body;
|
| 59 |
+
|
| 60 |
+
const reader = new FileReader();
|
| 61 |
+
reader.onload = function (e) {
|
| 62 |
+
// Set the background image of the body to the dropped image
|
| 63 |
+
body.style.backgroundImage = `url(${e.target.result})`;
|
| 64 |
+
body.style.backgroundSize = "cover";
|
| 65 |
+
body.style.backgroundPosition = "center";
|
| 66 |
+
body.style.backgroundRepeat = "no-repeat";
|
| 67 |
+
};
|
| 68 |
+
|
| 69 |
+
reader.readAsDataURL(file);
|
| 70 |
+
}
|
models/dog_breed/static/images/bg1.jpg
ADDED
|
models/dog_breed/static/images/bg2.jpg
ADDED
|
models/flower/flower.html
ADDED
|
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
<!DOCTYPE html>
|
| 2 |
+
<html lang="en">
|
| 3 |
+
<head>
|
| 4 |
+
<meta charset="UTF-8">
|
| 5 |
+
<meta name="viewport" content="width=device-width, initial-scale=1.0">
|
| 6 |
+
<link rel="stylesheet" href="https://stackpath.bootstrapcdn.com/bootstrap/4.5.2/css/bootstrap.min.css">
|
| 7 |
+
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.3/css/all.min.css">
|
| 8 |
+
<link rel="stylesheet" href="./static/flower.css?v=1">
|
| 9 |
+
<title>Flower Classification</title>
|
| 10 |
+
</head>
|
| 11 |
+
<body>
|
| 12 |
+
<div class="header-container container">
|
| 13 |
+
<h1>Flower Classification</h1>
|
| 14 |
+
</div>
|
| 15 |
+
<form id="uploadForm" action="/predict" method="post" enctype="multipart/form-data" class="container">
|
| 16 |
+
<div id="fileInputContainer">
|
| 17 |
+
<input type="file" name="file" id="fileInput" accept="image/*">
|
| 18 |
+
<label for="fileInput" id="fileInputLabel">
|
| 19 |
+
<i class="fas fa-cloud-upload-alt upload-icon"></i>
|
| 20 |
+
Drag & Drop or Click to Upload
|
| 21 |
+
</label>
|
| 22 |
+
</div>
|
| 23 |
+
<div id="predictionResult" class="container"></div>
|
| 24 |
+
<button type="submit" class="predict-btn" id="predictButton">
|
| 25 |
+
<span class="loading-icon" id="loadingIcon"></span>
|
| 26 |
+
Predict
|
| 27 |
+
</button>
|
| 28 |
+
</form>
|
| 29 |
+
<script src="static/flower.js"></script>
|
| 30 |
+
<script src="https://code.jquery.com/jquery-3.5.1.slim.min.js"></script>
|
| 31 |
+
<script src="https://cdn.jsdelivr.net/npm/@popperjs/[email protected]/dist/umd/popper.min.js"></script>
|
| 32 |
+
<script src="https://stackpath.bootstrapcdn.com/bootstrap/4.5.2/js/bootstrap.min.js"></script>
|
| 33 |
+
</body>
|
| 34 |
+
</html>
|
models/flower/flower_prediction.h5
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a8419d99dab25f5d565ecd08045c94baa618017551d86b0827d22d74d44fc42c
|
| 3 |
+
size 97987968
|
models/flower/static/flower.css
ADDED
|
@@ -0,0 +1,189 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
/* style.css */
|
| 2 |
+
|
| 3 |
+
body, html {
|
| 4 |
+
margin: 0;
|
| 5 |
+
padding: 0;
|
| 6 |
+
height: 100%;
|
| 7 |
+
}
|
| 8 |
+
|
| 9 |
+
body {
|
| 10 |
+
background-image: url('images/bg2.jpg');
|
| 11 |
+
background-size: cover;
|
| 12 |
+
background-position: center;
|
| 13 |
+
background-repeat: no-repeat;
|
| 14 |
+
font-family: 'Arial', sans-serif;
|
| 15 |
+
color: #333;
|
| 16 |
+
overflow-y: scroll;
|
| 17 |
+
background-attachment: fixed;
|
| 18 |
+
}
|
| 19 |
+
|
| 20 |
+
.container {
|
| 21 |
+
max-width: 600px; /* Adjust the max-width as needed */
|
| 22 |
+
margin: 20px auto;
|
| 23 |
+
padding: 20px;
|
| 24 |
+
border-radius: 8px;
|
| 25 |
+
box-shadow: 0 4px 8px rgba(0, 0, 0, 0.6);
|
| 26 |
+
backdrop-filter: blur(0px);
|
| 27 |
+
}
|
| 28 |
+
|
| 29 |
+
.header-container {
|
| 30 |
+
max-width: 600px;
|
| 31 |
+
margin: 0 auto;
|
| 32 |
+
border-radius: 8px;
|
| 33 |
+
padding: 20px;
|
| 34 |
+
border-radius: 10px;
|
| 35 |
+
text-align: center;
|
| 36 |
+
margin-bottom: 20px;
|
| 37 |
+
box-shadow: 0 4px 8px rgba(0, 0, 0, 0.6);
|
| 38 |
+
backdrop-filter: blur(0px);
|
| 39 |
+
margin: 20px auto 0
|
| 40 |
+
}
|
| 41 |
+
|
| 42 |
+
|
| 43 |
+
h1 {
|
| 44 |
+
text-align: center;
|
| 45 |
+
color: rgb(176, 37, 181);
|
| 46 |
+
font-weight: bold;
|
| 47 |
+
text-shadow: 2px 2px 4px rgba(0, 0, 0, 0.6);
|
| 48 |
+
margin: 0;
|
| 49 |
+
}
|
| 50 |
+
|
| 51 |
+
|
| 52 |
+
#fileInputContainer {
|
| 53 |
+
position: relative;
|
| 54 |
+
margin-bottom: 20px;
|
| 55 |
+
}
|
| 56 |
+
|
| 57 |
+
#fileInput {
|
| 58 |
+
position: absolute;
|
| 59 |
+
top: 0;
|
| 60 |
+
left: 0;
|
| 61 |
+
width: 100%;
|
| 62 |
+
height: 100%;
|
| 63 |
+
opacity: 0;
|
| 64 |
+
cursor: pointer;
|
| 65 |
+
backdrop-filter: blur(0px);
|
| 66 |
+
border-radius: 8px;
|
| 67 |
+
box-shadow: 0 4px 8px rgba(0, 0, 0, 0.6);
|
| 68 |
+
}
|
| 69 |
+
|
| 70 |
+
#fileInputLabel {
|
| 71 |
+
display: flex;
|
| 72 |
+
flex-direction: column;
|
| 73 |
+
align-items: center;
|
| 74 |
+
justify-content: center;
|
| 75 |
+
font-size: 18px;
|
| 76 |
+
color: rgb(176, 37, 181);
|
| 77 |
+
font-weight: bold;
|
| 78 |
+
cursor: pointer;
|
| 79 |
+
transition: color 0.3s ease;
|
| 80 |
+
}
|
| 81 |
+
|
| 82 |
+
#fileInput :hover {
|
| 83 |
+
color: #297fb8;
|
| 84 |
+
letter-spacing: 2px;
|
| 85 |
+
box-shadow: #2c96ba 0px 7px 29px 0px;
|
| 86 |
+
outline: none;
|
| 87 |
+
}
|
| 88 |
+
|
| 89 |
+
#imagePreview {
|
| 90 |
+
max-width: 100%;
|
| 91 |
+
height: auto;
|
| 92 |
+
border: 0px solid #ddd;
|
| 93 |
+
border-radius: 8px;
|
| 94 |
+
padding: 10px;
|
| 95 |
+
border: rgb(0, 0, 0, 0.5);
|
| 96 |
+
backdrop-filter: blur(50px);
|
| 97 |
+
margin-bottom: 20px;
|
| 98 |
+
display: block;
|
| 99 |
+
margin: 0 auto;
|
| 100 |
+
}
|
| 101 |
+
#imageContainer {
|
| 102 |
+
text-align: center;
|
| 103 |
+
backdrop-filter: blur(10px); /* Adjust the blur value as needed */
|
| 104 |
+
border-radius: 8px;
|
| 105 |
+
padding: 10px;
|
| 106 |
+
margin-bottom: 20px;
|
| 107 |
+
display: block;
|
| 108 |
+
margin: 0 auto;
|
| 109 |
+
}
|
| 110 |
+
|
| 111 |
+
.upload-icon {
|
| 112 |
+
font-size: 36px;
|
| 113 |
+
margin-bottom: 10px;
|
| 114 |
+
}
|
| 115 |
+
|
| 116 |
+
.predict-btn {
|
| 117 |
+
width: 100%;
|
| 118 |
+
padding: 10px;
|
| 119 |
+
background-color:rgb(176, 37, 181);
|
| 120 |
+
color:white;
|
| 121 |
+
font-weight: bold;
|
| 122 |
+
border: none;
|
| 123 |
+
border-radius: 50px;
|
| 124 |
+
cursor: pointer;
|
| 125 |
+
transition: background-color 0.2s;
|
| 126 |
+
}
|
| 127 |
+
|
| 128 |
+
.predict-btn:hover {
|
| 129 |
+
background-color: #2c96ba;
|
| 130 |
+
letter-spacing: 2px;
|
| 131 |
+
box-shadow: #2c96ba 0px 7px 29px 0px;
|
| 132 |
+
}
|
| 133 |
+
|
| 134 |
+
.predict-btn:active {
|
| 135 |
+
background-color: #2c96ba;
|
| 136 |
+
letter-spacing: 2px;
|
| 137 |
+
box-shadow: #2c96ba 0px 7px 29px 0px;
|
| 138 |
+
transform: translateY(10px);
|
| 139 |
+
}
|
| 140 |
+
.predict-btn:focus {
|
| 141 |
+
outline: none;
|
| 142 |
+
}
|
| 143 |
+
|
| 144 |
+
#predictionResult {
|
| 145 |
+
color: black; /* Change the color to white */
|
| 146 |
+
background-color:rgb(234, 240, 239, 0.3);
|
| 147 |
+
margin-top: 20px;
|
| 148 |
+
text-align: center;
|
| 149 |
+
backdrop-filter: blur(0px);
|
| 150 |
+
font-weight: bold;
|
| 151 |
+
border: none;
|
| 152 |
+
box-shadow: none;
|
| 153 |
+
}
|
| 154 |
+
|
| 155 |
+
@media only screen and (max-width: 600px) {
|
| 156 |
+
h1{
|
| 157 |
+
font-size:25px;
|
| 158 |
+
font-family: 'Kanit', sans-serif;
|
| 159 |
+
}
|
| 160 |
+
#imagePreview {
|
| 161 |
+
max-width: 70%;
|
| 162 |
+
height: 60%;
|
| 163 |
+
border: 0px solid #ddd;
|
| 164 |
+
border-radius: 8px;
|
| 165 |
+
padding: 10px;
|
| 166 |
+
backdrop-filter: blur(50px);
|
| 167 |
+
margin-bottom: 10px;
|
| 168 |
+
display: block;
|
| 169 |
+
margin: 0 auto;
|
| 170 |
+
}
|
| 171 |
+
body {
|
| 172 |
+
background-size: cover; /* or 'contain' based on your preference */
|
| 173 |
+
}
|
| 174 |
+
}
|
| 175 |
+
|
| 176 |
+
.loading-icon {
|
| 177 |
+
display: none;
|
| 178 |
+
border: 4px solid #f3f3f3;
|
| 179 |
+
border-top: 4px solid #3498db;
|
| 180 |
+
border-radius: 50%;
|
| 181 |
+
width: 20px;
|
| 182 |
+
height: 20px;
|
| 183 |
+
animation: spin 1s linear infinite;
|
| 184 |
+
}
|
| 185 |
+
|
| 186 |
+
@keyframes spin {
|
| 187 |
+
0% { transform: rotate(0deg); }
|
| 188 |
+
100% { transform: rotate(360deg); }
|
| 189 |
+
}
|
models/flower/static/flower.js
ADDED
|
@@ -0,0 +1,70 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
document.addEventListener("DOMContentLoaded", function () {
|
| 2 |
+
const form = document.getElementById("uploadForm");
|
| 3 |
+
const fileInput = document.getElementById("fileInput");
|
| 4 |
+
const predictButton = document.getElementById("predictButton");
|
| 5 |
+
const loadingIcon = document.getElementById("loadingIcon");
|
| 6 |
+
|
| 7 |
+
form.addEventListener("submit", function (event) {
|
| 8 |
+
event.preventDefault();
|
| 9 |
+
|
| 10 |
+
// Show loading icon and change button text
|
| 11 |
+
loadingIcon.style.display = "inline-block";
|
| 12 |
+
predictButton.innerHTML = '<span class="spinner-border spinner-border-sm" role="status" aria-hidden="true"></span> Predicting...';
|
| 13 |
+
|
| 14 |
+
const formData = new FormData(form);
|
| 15 |
+
fetch("/predict_flower", {
|
| 16 |
+
method: "POST",
|
| 17 |
+
body: formData,
|
| 18 |
+
})
|
| 19 |
+
.then(response => response.json())
|
| 20 |
+
.then(data => {
|
| 21 |
+
// Hide loading icon and reset button text
|
| 22 |
+
loadingIcon.style.display = "none";
|
| 23 |
+
predictButton.innerHTML = 'Predict';
|
| 24 |
+
|
| 25 |
+
displayPredictionResult(data);
|
| 26 |
+
})
|
| 27 |
+
.catch(error => {
|
| 28 |
+
// Hide loading icon in case of error and reset button text
|
| 29 |
+
loadingIcon.style.display = "none";
|
| 30 |
+
predictButton.innerHTML = 'Predict';
|
| 31 |
+
|
| 32 |
+
console.error("Error:", error);
|
| 33 |
+
});
|
| 34 |
+
});
|
| 35 |
+
|
| 36 |
+
// Image preview on file input change
|
| 37 |
+
fileInput.addEventListener("change", function () {
|
| 38 |
+
const file = fileInput.files[0];
|
| 39 |
+
if (file) {
|
| 40 |
+
displayImagePreview(file);
|
| 41 |
+
}
|
| 42 |
+
});
|
| 43 |
+
});
|
| 44 |
+
|
| 45 |
+
function displayPredictionResult(data) {
|
| 46 |
+
const resultDiv = document.getElementById("predictionResult");
|
| 47 |
+
if (data.confidence < 75) {
|
| 48 |
+
alert("Please upload a valid or clear image.");
|
| 49 |
+
} else {
|
| 50 |
+
resultDiv.innerHTML = `
|
| 51 |
+
<p>Predicted: ${data.class}</p>
|
| 52 |
+
<p>Confidence: ${data.confidence}%</p>
|
| 53 |
+
`;
|
| 54 |
+
}
|
| 55 |
+
}
|
| 56 |
+
|
| 57 |
+
function displayImagePreview(file) {
|
| 58 |
+
const body = document.body;
|
| 59 |
+
|
| 60 |
+
const reader = new FileReader();
|
| 61 |
+
reader.onload = function (e) {
|
| 62 |
+
// Set the background image of the body to the dropped image
|
| 63 |
+
body.style.backgroundImage = `url(${e.target.result})`;
|
| 64 |
+
body.style.backgroundSize = "cover";
|
| 65 |
+
body.style.backgroundPosition = "center";
|
| 66 |
+
body.style.backgroundRepeat = "no-repeat";
|
| 67 |
+
};
|
| 68 |
+
|
| 69 |
+
reader.readAsDataURL(file);
|
| 70 |
+
}
|
models/flower/static/images/bg1.jpeg
ADDED
|
models/flower/static/images/bg2.jpg
ADDED
|
models/mammals/Mammals_predictionv1.h5
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e407122ffe0857b44239f45dd58bf1b92083d77988995e489cc002e60f10450f
|
| 3 |
+
size 10137360
|
models/mammals/mammals.html
ADDED
|
@@ -0,0 +1,39 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
<!-- mammals.html -->
|
| 2 |
+
|
| 3 |
+
<!DOCTYPE html>
|
| 4 |
+
<html lang="en">
|
| 5 |
+
<head>
|
| 6 |
+
<meta charset="UTF-8">
|
| 7 |
+
<meta name="viewport" content="width=device-width, initial-scale=1.0">
|
| 8 |
+
<link rel="stylesheet" href="https://stackpath.bootstrapcdn.com/bootstrap/4.5.2/css/bootstrap.min.css">
|
| 9 |
+
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.3/css/all.min.css">
|
| 10 |
+
<link rel="stylesheet" href="static/mammals.css?v=3">
|
| 11 |
+
<title>Mammals Classification</title>
|
| 12 |
+
</head>
|
| 13 |
+
<body>
|
| 14 |
+
<div class="header-container container">
|
| 15 |
+
<h1>Mammals Classification</h1>
|
| 16 |
+
</div>
|
| 17 |
+
<form id="uploadForm" action="/predict" method="post" enctype="multipart/form-data" class="container">
|
| 18 |
+
<div id="fileInputContainer">
|
| 19 |
+
<input type="file" name="file" id="fileInput" accept="image/*">
|
| 20 |
+
<label for="fileInput" id="fileInputLabel">
|
| 21 |
+
<i class="fas fa-cloud-upload-alt upload-icon"></i>
|
| 22 |
+
Drag & Drop or Click to Upload
|
| 23 |
+
</label>
|
| 24 |
+
</div>
|
| 25 |
+
<div id="imageContainer" class="container">
|
| 26 |
+
<img id="imagePreview">
|
| 27 |
+
</div>
|
| 28 |
+
<div id="predictionResult" class="container"></div>
|
| 29 |
+
<button type="submit" class="predict-btn" id="predictButton">
|
| 30 |
+
<span class="loading-icon" id="loadingIcon"></span>
|
| 31 |
+
Predict
|
| 32 |
+
</button>
|
| 33 |
+
</form>
|
| 34 |
+
<script src="static/mammals.js"></script>
|
| 35 |
+
<script src="https://code.jquery.com/jquery-3.5.1.slim.min.js"></script>
|
| 36 |
+
<script src="https://cdn.jsdelivr.net/npm/@popperjs/[email protected]/dist/umd/popper.min.js"></script>
|
| 37 |
+
<script src="https://stackpath.bootstrapcdn.com/bootstrap/4.5.2/js/bootstrap.min.js"></script>
|
| 38 |
+
</body>
|
| 39 |
+
</html>
|
models/mammals/static/images/forest image.jpg
ADDED
|
Git LFS Details
|
models/mammals/static/mammals.css
ADDED
|
@@ -0,0 +1,199 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
/* style.css */
|
| 2 |
+
|
| 3 |
+
body, html {
|
| 4 |
+
margin: 0;
|
| 5 |
+
padding: 0;
|
| 6 |
+
height: 100%;
|
| 7 |
+
}
|
| 8 |
+
|
| 9 |
+
body {
|
| 10 |
+
background-image: url('images/forest image.jpg');
|
| 11 |
+
background-size: cover;
|
| 12 |
+
background-position: center;
|
| 13 |
+
background-repeat: no-repeat;
|
| 14 |
+
font-family: 'Arial', sans-serif;
|
| 15 |
+
color: #333;
|
| 16 |
+
overflow-y: scroll;
|
| 17 |
+
background-attachment: fixed;
|
| 18 |
+
}
|
| 19 |
+
|
| 20 |
+
.container {
|
| 21 |
+
max-width: 600px; /* Adjust the max-width as needed */
|
| 22 |
+
margin: 20px auto;
|
| 23 |
+
padding: 20px;
|
| 24 |
+
border-radius: 8px;
|
| 25 |
+
box-shadow: 0 4px 8px rgba(0, 0, 0, 0.6);
|
| 26 |
+
backdrop-filter: blur(0px);
|
| 27 |
+
}
|
| 28 |
+
|
| 29 |
+
.header-container {
|
| 30 |
+
max-width: 600px;
|
| 31 |
+
margin: 0 auto;
|
| 32 |
+
background-color: ##f4d03f;/* Adjust the alpha value for transparency */
|
| 33 |
+
border-radius: 8px;
|
| 34 |
+
padding: 20px;
|
| 35 |
+
border: 1px solid ##3498db;
|
| 36 |
+
border-radius: 10px;
|
| 37 |
+
text-align: center;
|
| 38 |
+
margin-bottom: 20px;
|
| 39 |
+
box-shadow: 0 4px 8px rgba(0, 0, 0, 6);
|
| 40 |
+
backdrop-filter: blur(0px);
|
| 41 |
+
margin: 20px auto 0
|
| 42 |
+
}
|
| 43 |
+
|
| 44 |
+
|
| 45 |
+
h1 {
|
| 46 |
+
text-align: center;
|
| 47 |
+
color: rgb(255, 255, 255);
|
| 48 |
+
font-weight: bold;
|
| 49 |
+
text-shadow: 2px 2px 4px rgba(0, 0, 0, 8);
|
| 50 |
+
margin: 0;
|
| 51 |
+
}
|
| 52 |
+
|
| 53 |
+
|
| 54 |
+
#fileInputContainer {
|
| 55 |
+
position: relative;
|
| 56 |
+
margin-bottom: 20px;
|
| 57 |
+
|
| 58 |
+
|
| 59 |
+
}
|
| 60 |
+
|
| 61 |
+
#fileInput {
|
| 62 |
+
position: absolute;
|
| 63 |
+
top: 0;
|
| 64 |
+
left: 0;
|
| 65 |
+
width: 100%;
|
| 66 |
+
height: 100%;
|
| 67 |
+
opacity: 0;
|
| 68 |
+
cursor: pointer;
|
| 69 |
+
backdrop-filter: blur(0px);
|
| 70 |
+
border-radius: 8px;
|
| 71 |
+
box-shadow: 0 4px 8px rgba(0, 0, 0, 0.6);
|
| 72 |
+
}
|
| 73 |
+
|
| 74 |
+
#fileInputLabel {
|
| 75 |
+
display: flex;
|
| 76 |
+
flex-direction: column;
|
| 77 |
+
align-items: center;
|
| 78 |
+
justify-content: center;
|
| 79 |
+
font-size: 18px;
|
| 80 |
+
color: #ffd903;
|
| 81 |
+
text-shadow: 2px 2px 4px rgba(0, 0, 0, 2);
|
| 82 |
+
font-weight: bold;
|
| 83 |
+
cursor: pointer;
|
| 84 |
+
transition: color 0.3s ease;
|
| 85 |
+
}
|
| 86 |
+
|
| 87 |
+
#fileInputLabel:hover {
|
| 88 |
+
color: #297fb8;
|
| 89 |
+
}
|
| 90 |
+
|
| 91 |
+
#imagePreview {
|
| 92 |
+
max-width: 100%;
|
| 93 |
+
height: auto;
|
| 94 |
+
border: 0px solid #ddd;
|
| 95 |
+
border-radius: 8px;
|
| 96 |
+
padding: 10px;
|
| 97 |
+
backdrop-filter: blur(50px);
|
| 98 |
+
margin-bottom: 20px;
|
| 99 |
+
display: block;
|
| 100 |
+
margin: 0 auto;
|
| 101 |
+
}
|
| 102 |
+
#imageContainer {
|
| 103 |
+
text-align: center;
|
| 104 |
+
backdrop-filter: blur(10px); /* Adjust the blur value as needed */
|
| 105 |
+
|
| 106 |
+
border-radius: 8px;
|
| 107 |
+
padding: 10px;
|
| 108 |
+
margin-bottom: 20px;
|
| 109 |
+
display: block;
|
| 110 |
+
margin: 0 auto;
|
| 111 |
+
}
|
| 112 |
+
|
| 113 |
+
.upload-icon {
|
| 114 |
+
font-size: 36px;
|
| 115 |
+
margin-bottom: 10px;
|
| 116 |
+
}
|
| 117 |
+
|
| 118 |
+
.predict-btn {
|
| 119 |
+
width: 100%;
|
| 120 |
+
padding: 10px;
|
| 121 |
+
background-color:rgb(159, 172, 41);
|
| 122 |
+
color:white;
|
| 123 |
+
font-weight: bold;
|
| 124 |
+
border: none;
|
| 125 |
+
border-radius: 50px;
|
| 126 |
+
cursor: pointer;
|
| 127 |
+
transition: background-color 0.3s;
|
| 128 |
+
}
|
| 129 |
+
|
| 130 |
+
.predict-btn:hover {
|
| 131 |
+
background-color: #0c8b30;
|
| 132 |
+
letter-spacing: 2px;
|
| 133 |
+
box-shadow: #0c8b30 0px 7px 29px 0px;
|
| 134 |
+
}
|
| 135 |
+
|
| 136 |
+
.predict-btn:active {
|
| 137 |
+
background-color: #0c8b30;
|
| 138 |
+
letter-spacing: 2px;
|
| 139 |
+
box-shadow: #0c8b30 0px 7px 29px 0px;
|
| 140 |
+
transform: translateY(10px);
|
| 141 |
+
}
|
| 142 |
+
.predict-btn:focus {
|
| 143 |
+
outline: none;
|
| 144 |
+
}
|
| 145 |
+
|
| 146 |
+
#predictionResult {
|
| 147 |
+
color: white; /* Change the color to white */
|
| 148 |
+
margin-top: 20px;
|
| 149 |
+
text-align: center;
|
| 150 |
+
backdrop-filter: blur(0px);
|
| 151 |
+
font-weight: bold;
|
| 152 |
+
border: none;
|
| 153 |
+
box-shadow: none;
|
| 154 |
+
text-shadow: 2px 2px 4px rgba(0, 0, 0, 2);
|
| 155 |
+
text-shadow: 2px 2px 4px rgba(0, 0, 0, 0.9)
|
| 156 |
+
box-shadow: none;
|
| 157 |
+
}
|
| 158 |
+
|
| 159 |
+
@media only screen and (max-width: 600px) {
|
| 160 |
+
h1{
|
| 161 |
+
font-size:25px;
|
| 162 |
+
font-family: 'Kanit', sans-serif;
|
| 163 |
+
}
|
| 164 |
+
#imagePreview {
|
| 165 |
+
max-width: 70%;
|
| 166 |
+
height: 60%;
|
| 167 |
+
border: 0px solid #ddd;
|
| 168 |
+
border-radius: 8px;
|
| 169 |
+
padding: 10px;
|
| 170 |
+
backdrop-filter: blur(50px);
|
| 171 |
+
margin-bottom: 10px;
|
| 172 |
+
display: block;
|
| 173 |
+
margin: 0 auto;
|
| 174 |
+
}
|
| 175 |
+
body {
|
| 176 |
+
background-size: cover; /* or 'contain' based on your preference */
|
| 177 |
+
}
|
| 178 |
+
|
| 179 |
+
.predict-btn:hover {
|
| 180 |
+
background-color: rgb(159, 172, 41);
|
| 181 |
+
letter-spacing: normal;
|
| 182 |
+
box-shadow: none;
|
| 183 |
+
}
|
| 184 |
+
}
|
| 185 |
+
|
| 186 |
+
.loading-icon {
|
| 187 |
+
display: none;
|
| 188 |
+
border: 4px solid #f3f3f3;
|
| 189 |
+
border-top: 4px solid #3498db;
|
| 190 |
+
border-radius: 50%;
|
| 191 |
+
width: 20px;
|
| 192 |
+
height: 20px;
|
| 193 |
+
animation: spin 1s linear infinite;
|
| 194 |
+
}
|
| 195 |
+
|
| 196 |
+
@keyframes spin {
|
| 197 |
+
0% { transform: rotate(0deg); }
|
| 198 |
+
100% { transform: rotate(360deg); }
|
| 199 |
+
}
|
models/mammals/static/mammals.js
ADDED
|
@@ -0,0 +1,69 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
document.addEventListener("DOMContentLoaded", function () {
|
| 2 |
+
const form = document.getElementById("uploadForm");
|
| 3 |
+
const fileInput = document.getElementById("fileInput");
|
| 4 |
+
const predictButton = document.getElementById("predictButton");
|
| 5 |
+
const loadingIcon = document.getElementById("loadingIcon");
|
| 6 |
+
|
| 7 |
+
form.addEventListener("submit", function (event) {
|
| 8 |
+
event.preventDefault();
|
| 9 |
+
|
| 10 |
+
// Show loading icon and change button text
|
| 11 |
+
loadingIcon.style.display = "inline-block";
|
| 12 |
+
predictButton.innerHTML = '<span class="spinner-border spinner-border-sm" role="status" aria-hidden="true"></span> Predicting...';
|
| 13 |
+
|
| 14 |
+
const formData = new FormData(form);
|
| 15 |
+
fetch("/predict_mammals", {
|
| 16 |
+
method: "POST",
|
| 17 |
+
body: formData,
|
| 18 |
+
})
|
| 19 |
+
.then(response => response.json())
|
| 20 |
+
.then(data => {
|
| 21 |
+
// Hide loading icon and reset button text
|
| 22 |
+
loadingIcon.style.display = "none";
|
| 23 |
+
predictButton.innerHTML = 'Predict';
|
| 24 |
+
|
| 25 |
+
displayPredictionResult(data);
|
| 26 |
+
})
|
| 27 |
+
.catch(error => {
|
| 28 |
+
// Hide loading icon in case of error and reset button text
|
| 29 |
+
loadingIcon.style.display = "none";
|
| 30 |
+
predictButton.innerHTML = 'Predict';
|
| 31 |
+
|
| 32 |
+
console.error("Error:", error);
|
| 33 |
+
});
|
| 34 |
+
});
|
| 35 |
+
|
| 36 |
+
// Image preview on file input change
|
| 37 |
+
fileInput.addEventListener("change", function () {
|
| 38 |
+
const file = fileInput.files[0];
|
| 39 |
+
if (file) {
|
| 40 |
+
displayImagePreview(file);
|
| 41 |
+
}
|
| 42 |
+
});
|
| 43 |
+
});
|
| 44 |
+
|
| 45 |
+
function displayPredictionResult(data) {
|
| 46 |
+
const resultDiv = document.getElementById("predictionResult");
|
| 47 |
+
if (data.confidence < 75) {
|
| 48 |
+
alert("Please upload a valid or clear image.");
|
| 49 |
+
} else {
|
| 50 |
+
resultDiv.innerHTML = `
|
| 51 |
+
<p>Predicted: ${data.class}</p>
|
| 52 |
+
<p>Confidence: ${data.confidence}%</p>
|
| 53 |
+
`;
|
| 54 |
+
}
|
| 55 |
+
}
|
| 56 |
+
|
| 57 |
+
function displayImagePreview(file) {
|
| 58 |
+
const imagePreview = document.getElementById("imagePreview");
|
| 59 |
+
const imagePreviewContainer = document.getElementById("imagePreviewContainer");
|
| 60 |
+
|
| 61 |
+
const reader = new FileReader();
|
| 62 |
+
reader.onload = function (e) {
|
| 63 |
+
imagePreview.src = e.target.result;
|
| 64 |
+
};
|
| 65 |
+
|
| 66 |
+
reader.readAsDataURL(file);
|
| 67 |
+
imagePreviewContainer.style.display = "block";
|
| 68 |
+
}
|
| 69 |
+
|
models/sports_ball/Sports_ball_prediction_v2.h5
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6f07ced279cdbd58e8bd936d31e2ed9d1c0a452223f4d6b5f2852e9d8e207ce5
|
| 3 |
+
size 13239936
|
models/sports_ball/sports_ball.html
ADDED
|
@@ -0,0 +1,39 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
<!-- index.html -->
|
| 2 |
+
|
| 3 |
+
<!DOCTYPE html>
|
| 4 |
+
<html lang="en">
|
| 5 |
+
<head>
|
| 6 |
+
<meta charset="UTF-8">
|
| 7 |
+
<meta name="viewport" content="width=device-width, initial-scale=1.0">
|
| 8 |
+
<link rel="stylesheet" href="https://stackpath.bootstrapcdn.com/bootstrap/4.5.2/css/bootstrap.min.css">
|
| 9 |
+
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.3/css/all.min.css">
|
| 10 |
+
<link rel="stylesheet" href="static/sports_ball.css?v=2">
|
| 11 |
+
<title>Sports Ball Prediction</title>
|
| 12 |
+
</head>
|
| 13 |
+
<body>
|
| 14 |
+
<div class="header-container container">
|
| 15 |
+
<h1>Sports Ball Prediction</h1>
|
| 16 |
+
</div>
|
| 17 |
+
<form id="uploadForm" action="/predict" method="post" enctype="multipart/form-data" class="container">
|
| 18 |
+
<div id="fileInputContainer">
|
| 19 |
+
<input type="file" name="file" id="fileInput" accept="image/*">
|
| 20 |
+
<label for="fileInput" id="fileInputLabel">
|
| 21 |
+
<i class="fas fa-cloud-upload-alt upload-icon"></i>
|
| 22 |
+
Drag & Drop or Click to Upload
|
| 23 |
+
</label>
|
| 24 |
+
</div>
|
| 25 |
+
<div id="imageContainer" class="container">
|
| 26 |
+
<img id="imagePreview">
|
| 27 |
+
</div>
|
| 28 |
+
<div id="predictionResult" class="container"></div>
|
| 29 |
+
<button type="submit" class="predict-btn" id="predictButton">
|
| 30 |
+
<span class="loading-icon" id="loadingIcon"></span>
|
| 31 |
+
Predict
|
| 32 |
+
</button>
|
| 33 |
+
</form>
|
| 34 |
+
<script src="static/sports_ball.js"></script>
|
| 35 |
+
<script src="https://code.jquery.com/jquery-3.5.1.slim.min.js"></script>
|
| 36 |
+
<script src="https://cdn.jsdelivr.net/npm/@popperjs/[email protected]/dist/umd/popper.min.js"></script>
|
| 37 |
+
<script src="https://stackpath.bootstrapcdn.com/bootstrap/4.5.2/js/bootstrap.min.js"></script>
|
| 38 |
+
</body>
|
| 39 |
+
</html>
|
models/sports_ball/static/images/balls.jpg
ADDED
|
models/sports_ball/static/images/bg10.gif
ADDED
|
Git LFS Details
|
models/sports_ball/static/images/ronaldo.gif
ADDED
|
models/sports_ball/static/sports_ball.css
ADDED
|
@@ -0,0 +1,195 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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| 1 |
+
/* style.css */
|
| 2 |
+
|
| 3 |
+
body, html {
|
| 4 |
+
margin: 0;
|
| 5 |
+
padding: 0;
|
| 6 |
+
height: 100%;
|
| 7 |
+
}
|
| 8 |
+
|
| 9 |
+
body {
|
| 10 |
+
background-image: url('images/bg10.gif');
|
| 11 |
+
background-size: cover;
|
| 12 |
+
background-position: center;
|
| 13 |
+
background-repeat: no-repeat;
|
| 14 |
+
font-family: 'Arial', sans-serif;
|
| 15 |
+
color: #333;
|
| 16 |
+
overflow-y: scroll;
|
| 17 |
+
background-attachment: fixed;
|
| 18 |
+
}
|
| 19 |
+
|
| 20 |
+
.container {
|
| 21 |
+
max-width: 600px; /* Adjust the max-width as needed */
|
| 22 |
+
margin: 20px auto;
|
| 23 |
+
padding: 20px;
|
| 24 |
+
border-radius: 8px;
|
| 25 |
+
box-shadow: 0 4px 8px rgba(0, 0, 0, 0.6);
|
| 26 |
+
backdrop-filter: blur(0px);
|
| 27 |
+
}
|
| 28 |
+
|
| 29 |
+
.header-container {
|
| 30 |
+
max-width: 600px;
|
| 31 |
+
margin: 0 auto;
|
| 32 |
+
background-color: ##f4d03f;/* Adjust the alpha value for transparency */
|
| 33 |
+
border-radius: 8px;
|
| 34 |
+
padding: 20px;
|
| 35 |
+
border: 1px solid ##3498db;
|
| 36 |
+
border-radius: 10px;
|
| 37 |
+
text-align: center;
|
| 38 |
+
margin-bottom: 20px;
|
| 39 |
+
box-shadow: 0 4px 8px rgba(0, 0, 0, 0.6);
|
| 40 |
+
backdrop-filter: blur(0px);
|
| 41 |
+
margin: 20px auto 0;
|
| 42 |
+
}
|
| 43 |
+
|
| 44 |
+
|
| 45 |
+
h1 {
|
| 46 |
+
text-align: center;
|
| 47 |
+
color: rgb(76, 105, 179);
|
| 48 |
+
font-weight: bold;
|
| 49 |
+
text-shadow: 2px 2px 4px rgba(0, 0, 0, 0.9);
|
| 50 |
+
margin: 0;
|
| 51 |
+
}
|
| 52 |
+
|
| 53 |
+
|
| 54 |
+
#fileInputContainer {
|
| 55 |
+
position: relative;
|
| 56 |
+
margin-bottom: 20px;
|
| 57 |
+
border: 1px solid ##3498db;
|
| 58 |
+
|
| 59 |
+
}
|
| 60 |
+
|
| 61 |
+
#fileInput {
|
| 62 |
+
position: absolute;
|
| 63 |
+
top: 0;
|
| 64 |
+
left: 0;
|
| 65 |
+
width: 100%;
|
| 66 |
+
height: 100%;
|
| 67 |
+
opacity: 0;
|
| 68 |
+
cursor: pointer;
|
| 69 |
+
backdrop-filter: blur(0px);
|
| 70 |
+
border-radius: 8px;
|
| 71 |
+
box-shadow: 0 4px 8px rgba(0, 0, 0, 0.6);
|
| 72 |
+
}
|
| 73 |
+
|
| 74 |
+
#fileInputLabel {
|
| 75 |
+
display: flex;
|
| 76 |
+
flex-direction: column;
|
| 77 |
+
align-items: center;
|
| 78 |
+
justify-content: center;
|
| 79 |
+
font-size: 18px;
|
| 80 |
+
color: #ebe045;
|
| 81 |
+
text-shadow: 2px 2px 4px rgba(0, 0, 0, 0.9);
|
| 82 |
+
font-weight: bold;
|
| 83 |
+
cursor: pointer;
|
| 84 |
+
transition: color 0.3s ease;
|
| 85 |
+
}
|
| 86 |
+
|
| 87 |
+
#fileInputLabel:hover {
|
| 88 |
+
color: #297fb8;
|
| 89 |
+
}
|
| 90 |
+
|
| 91 |
+
#imagePreview {
|
| 92 |
+
max-width: 100%;
|
| 93 |
+
height: auto;
|
| 94 |
+
border: 0px solid #ddd;
|
| 95 |
+
border-radius: 8px;
|
| 96 |
+
padding: 10px;
|
| 97 |
+
backdrop-filter: blur(50px);
|
| 98 |
+
margin-bottom: 20px;
|
| 99 |
+
display: block;
|
| 100 |
+
margin: 0 auto;
|
| 101 |
+
}
|
| 102 |
+
#imageContainer {
|
| 103 |
+
text-align: center;
|
| 104 |
+
backdrop-filter: blur(10px); /* Adjust the blur value as needed */
|
| 105 |
+
background-color: rgba(255, 255, 255, 0.5); /* Adjust the alpha value for transparency */
|
| 106 |
+
border-radius: 8px;
|
| 107 |
+
padding: 10px;
|
| 108 |
+
margin-bottom: 20px;
|
| 109 |
+
display: block;
|
| 110 |
+
margin: 0 auto;
|
| 111 |
+
}
|
| 112 |
+
|
| 113 |
+
.upload-icon {
|
| 114 |
+
font-size: 36px;
|
| 115 |
+
margin-bottom: 10px;
|
| 116 |
+
}
|
| 117 |
+
|
| 118 |
+
.predict-btn {
|
| 119 |
+
width: 100%;
|
| 120 |
+
padding: 10px;
|
| 121 |
+
background-color:rgb(51, 95, 207);
|
| 122 |
+
color:white;
|
| 123 |
+
font-weight: bold;
|
| 124 |
+
border: none;
|
| 125 |
+
border-radius: 50px;
|
| 126 |
+
cursor: pointer;
|
| 127 |
+
transition: background-color 0.3s;
|
| 128 |
+
}
|
| 129 |
+
|
| 130 |
+
.predict-btn:hover {
|
| 131 |
+
background-color: #33aa3d;
|
| 132 |
+
letter-spacing: 2px;
|
| 133 |
+
box-shadow: #297fb8 0px 7px 29px 0px;
|
| 134 |
+
}
|
| 135 |
+
|
| 136 |
+
.predict-btn:active {
|
| 137 |
+
background-color: #297fb8;
|
| 138 |
+
letter-spacing: 2px;
|
| 139 |
+
box-shadow: #297fb8 0px 7px 29px 0px;
|
| 140 |
+
transform: translateY(10px);
|
| 141 |
+
}
|
| 142 |
+
.predict-btn:focus {
|
| 143 |
+
outline: none;
|
| 144 |
+
}
|
| 145 |
+
.predict-btn:after {
|
| 146 |
+
background-color:rgb(51, 95, 207);
|
| 147 |
+
}
|
| 148 |
+
|
| 149 |
+
#predictionResult {
|
| 150 |
+
color: black; /* Change the color to white */
|
| 151 |
+
margin-top: 20px;
|
| 152 |
+
text-align: center;
|
| 153 |
+
backdrop-filter: blur(0px);
|
| 154 |
+
font-weight: bold;
|
| 155 |
+
border: none;
|
| 156 |
+
box-shadow: none;
|
| 157 |
+
text-shadow: 2px 2px 4px rgba(0, 0, 0, 0.9)
|
| 158 |
+
box-shadow: none;
|
| 159 |
+
}
|
| 160 |
+
|
| 161 |
+
@media only screen and (max-width: 600px) {
|
| 162 |
+
h1{
|
| 163 |
+
font-size:25px;
|
| 164 |
+
font-family: 'Kanit', sans-serif;
|
| 165 |
+
}
|
| 166 |
+
#imagePreview {
|
| 167 |
+
max-width: 70%;
|
| 168 |
+
height: 60%;
|
| 169 |
+
border: 0px solid #ddd;
|
| 170 |
+
border-radius: 8px;
|
| 171 |
+
padding: 10px;
|
| 172 |
+
backdrop-filter: blur(50px);
|
| 173 |
+
margin-bottom: 10px;
|
| 174 |
+
display: block;
|
| 175 |
+
margin: 0 auto;
|
| 176 |
+
}
|
| 177 |
+
body {
|
| 178 |
+
background-size: cover; /* or 'contain' based on your preference */
|
| 179 |
+
}
|
| 180 |
+
}
|
| 181 |
+
|
| 182 |
+
.loading-icon {
|
| 183 |
+
display: none;
|
| 184 |
+
border: 4px solid #f3f3f3;
|
| 185 |
+
border-top: 4px solid #3498db;
|
| 186 |
+
border-radius: 50%;
|
| 187 |
+
width: 20px;
|
| 188 |
+
height: 20px;
|
| 189 |
+
animation: spin 1s linear infinite;
|
| 190 |
+
}
|
| 191 |
+
|
| 192 |
+
@keyframes spin {
|
| 193 |
+
0% { transform: rotate(0deg); }
|
| 194 |
+
100% { transform: rotate(360deg); }
|
| 195 |
+
}
|
models/sports_ball/static/sports_ball.js
ADDED
|
@@ -0,0 +1,69 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
document.addEventListener("DOMContentLoaded", function () {
|
| 2 |
+
const form = document.getElementById("uploadForm");
|
| 3 |
+
const fileInput = document.getElementById("fileInput");
|
| 4 |
+
const imagePreview = document.getElementById("imagePreview");
|
| 5 |
+
const predictButton = document.getElementById("predictButton");
|
| 6 |
+
const loadingIcon = document.getElementById("loadingIcon");
|
| 7 |
+
|
| 8 |
+
form.addEventListener("submit", function (event) {
|
| 9 |
+
event.preventDefault();
|
| 10 |
+
|
| 11 |
+
// Show loading icon and change button text
|
| 12 |
+
loadingIcon.style.display = "inline-block";
|
| 13 |
+
predictButton.innerHTML = '<span class="spinner-border spinner-border-sm" role="status" aria-hidden="true"></span> Predicting...';
|
| 14 |
+
|
| 15 |
+
const formData = new FormData(form);
|
| 16 |
+
fetch("/predict_sports_ball", {
|
| 17 |
+
method: "POST",
|
| 18 |
+
body: formData,
|
| 19 |
+
})
|
| 20 |
+
.then(response => response.json())
|
| 21 |
+
.then(data => {
|
| 22 |
+
// Hide loading icon and reset button text
|
| 23 |
+
loadingIcon.style.display = "none";
|
| 24 |
+
predictButton.innerHTML = 'Predict';
|
| 25 |
+
|
| 26 |
+
displayPredictionResult(data);
|
| 27 |
+
})
|
| 28 |
+
.catch(error => {
|
| 29 |
+
// Hide loading icon in case of error and reset button text
|
| 30 |
+
loadingIcon.style.display = "none";
|
| 31 |
+
predictButton.innerHTML = 'Predict';
|
| 32 |
+
|
| 33 |
+
console.error("Error:", error);
|
| 34 |
+
});
|
| 35 |
+
});
|
| 36 |
+
|
| 37 |
+
// Image preview on file input change
|
| 38 |
+
fileInput.addEventListener("change", function () {
|
| 39 |
+
const file = fileInput.files[0];
|
| 40 |
+
if (file) {
|
| 41 |
+
displayImagePreview(file);
|
| 42 |
+
}
|
| 43 |
+
});
|
| 44 |
+
});
|
| 45 |
+
|
| 46 |
+
function displayPredictionResult(data) {
|
| 47 |
+
const resultDiv = document.getElementById("predictionResult");
|
| 48 |
+
if (data.confidence < 75) {
|
| 49 |
+
alert("Please upload a valid or clear image.");
|
| 50 |
+
} else {
|
| 51 |
+
resultDiv.innerHTML = `
|
| 52 |
+
<p>Predicted: ${data.class}</p>
|
| 53 |
+
<p>Confidence: ${data.confidence}%</p>
|
| 54 |
+
`;
|
| 55 |
+
}
|
| 56 |
+
}
|
| 57 |
+
|
| 58 |
+
function displayImagePreview(file) {
|
| 59 |
+
const imagePreview = document.getElementById("imagePreview");
|
| 60 |
+
const imagePreviewContainer = document.getElementById("imageContainer");
|
| 61 |
+
|
| 62 |
+
const reader = new FileReader();
|
| 63 |
+
reader.onload = function (e) {
|
| 64 |
+
imagePreview.src = e.target.result;
|
| 65 |
+
};
|
| 66 |
+
|
| 67 |
+
reader.readAsDataURL(file);
|
| 68 |
+
imagePreviewContainer.style.display = "block";
|
| 69 |
+
}
|
models/weather/static/images/bg.jpg
ADDED
|
Git LFS Details
|