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Create app.py

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  1. app.py +100 -0
app.py ADDED
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+ import streamlit as st
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+ import cv2
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+ import numpy as np
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+ from PIL import Image
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+ import tempfile
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+ import time
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+
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+ class DogLanguageInterpreter:
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+ def __init__(self):
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+ # Initialize any models or configurations here
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+ self.emotions = {
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+ 'tail_wagging': 'Happy and excited',
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+ 'ears_perked': 'Alert and interested',
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+ 'lying_down': 'Relaxed or tired',
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+ 'barking': 'Trying to communicate',
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+ 'jumping': 'Enthusiastic and playful'
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+ }
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+
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+ def analyze_video(self, video_file):
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+ # Placeholder for video analysis logic
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+ # In a real implementation, this would use CV models
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+ return {
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+ 'primary_emotion': 'Happy and excited',
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+ 'confidence': 0.85,
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+ 'actions_detected': ['tail_wagging', 'jumping'],
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+ 'recommendations': [
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+ 'Your dog seems very playful!',
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+ 'Consider engaging in some active play',
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+ 'Reward this positive energy with treats'
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+ ]
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+ }
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+
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+ def main():
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+ st.set_page_config(
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+ page_title="Dog Language Interpreter",
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+ page_icon="πŸ•",
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+ layout="wide"
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+ )
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+
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+ # Header
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+ st.title("πŸ• Pet Dog Language Understanding")
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+ st.markdown("""
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+ Upload a video of your dog, and our AI will help interpret their behavior and emotions!
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+ """)
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+
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+ # Initialize interpreter
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+ interpreter = DogLanguageInterpreter()
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+
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+ # File uploader
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+ video_file = st.file_uploader("Upload a video of your dog", type=['mp4', 'mov', 'avi'])
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+
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+ if video_file:
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+ # Save video to temporary file
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+ tfile = tempfile.NamedTemporaryFile(delete=False)
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+ tfile.write(video_file.read())
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+
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+ # Display video
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+ st.video(tfile.name)
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+
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+ # Analysis button
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+ if st.button("Analyze Dog Behavior"):
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+ with st.spinner("Analyzing your dog's behavior..."):
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+ # Simulate processing time
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+ time.sleep(2)
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+
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+ # Get analysis results
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+ results = interpreter.analyze_video(tfile.name)
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+
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+ # Display results in columns
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+ col1, col2 = st.columns(2)
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+
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+ with col1:
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+ st.subheader("Primary Emotion")
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+ st.info(results['primary_emotion'])
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+ st.metric("Confidence", f"{results['confidence']*100:.1f}%")
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+
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+ with col2:
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+ st.subheader("Actions Detected")
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+ for action in results['actions_detected']:
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+ st.success(action.replace('_', ' ').title())
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+
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+ # Recommendations
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+ st.subheader("Recommendations")
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+ for rec in results['recommendations']:
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+ st.write("β€’ " + rec)
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+
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+ # Additional information
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+ with st.expander("About Dog Body Language"):
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+ st.markdown("""
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+ ### Common Dog Behaviors and Their Meanings:
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+ - **Tail Wagging**: Usually indicates happiness, but the position matters
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+ - **Ears Position**: Can show alertness, submission, or aggression
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+ - **Body Posture**: Reveals confidence or anxiety levels
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+ - **Facial Expressions**: Can indicate stress, happiness, or attention
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+
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+ Remember that each dog is unique and may express emotions differently!
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+ """)
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+
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+ if __name__ == "__main__":
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+ main()