HarshRathi09
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Browse files- pages/Image_Generator.py +109 -0
- pages/Music_Generator.py +108 -0
pages/Image_Generator.py
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import streamlit as st
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from diffusers import DiffusionPipeline
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import torch
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from PIL import Image
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# Custom CSS to improve the appearance
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st.markdown("""
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<style>
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.stApp {
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background-image:linear-gradient(to bottom, #000000 ,#000814 ,#001d3d, #003566);
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}
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.main-title {
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font-size: 3rem !important;
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color: #f1faee;
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text-align: center;
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padding: 1rem 0;
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}
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.subtitle {
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font-size: 1.2rem;
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color: #f1faee;
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text-align: center;
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margin-bottom: 2rem;
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}
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.stTextInput > div > div > input {
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font-size: 1.2rem;
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}
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.generate-button {
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font-size: 1.2rem;
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border-radius: 10px;
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padding: 0.5rem 1rem;
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}
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.info-section {
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background-color: #ffffff;
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padding: 1rem;
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border-radius: 10px;
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margin-top: 2rem;
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}
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</style>
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""", unsafe_allow_html=True)
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# Initialize the Stable Diffusion pipeline
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@st.cache_resource
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def load_image_model():
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# Ensure that you are using the correct device (GPU if available)
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pipe = DiffusionPipeline.from_pretrained("CompVis/stable-diffusion-v1-4")
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if torch.cuda.is_available():
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pipe.to("cuda")
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return pipe
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pipe = load_image_model()
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# Streamlit interface
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st.markdown("<h1 class='main-title'>πΌοΈ AI Image Generator</h1>", unsafe_allow_html=True)
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st.markdown("<p class='subtitle'>Describe the image you want to create, and the AI will generate it for you.</p>", unsafe_allow_html=True)
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# Main interaction area
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image_description = st.text_input("ποΈ Describe the image you want to create",
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placeholder="E.g., A sunset over a mountain range")
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if st.button("π¨ Generate Image"):
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if image_description.strip():
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with st.spinner("π¨ Generating your image..."):
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st.warning("Image generation may take some time. Please be patient.") # Display warning message
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try:
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# Generate the image
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image = pipe(image_description).images[0]
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# Display the generated image
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st.image(image, caption="Generated Image", use_column_width=True)
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# Provide download button for the generated image
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img_path = "generated_image.png"
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image.save(img_path)
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with open(img_path, "rb") as file:
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st.download_button(
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label="π₯ Download Image",
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data=file,
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file_name="generated_image.png",
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mime="image/png"
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)
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except Exception as e:
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st.error(f"π Oops! An error occurred: {str(e)}")
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else:
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st.warning("π€ Please enter a description for your image.")
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# Information sections
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st.markdown("---")
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col1, col2 = st.columns(2)
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with col1:
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st.markdown("### π How it works")
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st.markdown("""
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1. π Describe the image you want
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2. π±οΈ Click 'Generate Image'
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3. π¨ View your AI-generated artwork
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4. π₯ Download and share!
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""")
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with col2:
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st.markdown("### π¨ Tips for great results")
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st.markdown("""
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- Be specific about objects and settings
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- Mention style, genre, or mood
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- Describe the colors and lighting
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""")
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# Footer
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st.markdown("---")
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pages/Music_Generator.py
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import streamlit as st
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from musicgen import init_musicgen, generate_music
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import numpy as np
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from scipy.io.wavfile import write
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# Custom CSS to improve the appearance
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st.markdown("""
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<style>
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.stApp {
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background-image:linear-gradient(to bottom, #000000 ,#000814 ,#10002b, #240046);
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}
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.main-title {
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font-size: 3rem !important;
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color: #f1faee;
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text-align: center;
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padding: 1rem 0;
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}
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.subtitle {
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font-size: 1.2rem;
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color: #f1faee;
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text-align: center;
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margin-bottom: 2rem;
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}
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.stTextInput > div > div > input {
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font-size: 1.2rem;
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}
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.generate-button {
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font-size: 1.2rem;
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border-radius: 10px;
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padding: 0.5rem 1rem;
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}
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.info-section {
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background-color: #ffffff;
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padding: 1rem;
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border-radius: 10px;
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margin-top: 2rem;
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}
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</style>
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""", unsafe_allow_html=True)
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# Initialize the MusicGen model and tokenizer
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@st.cache_resource
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def load_model():
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return init_musicgen('facebook/musicgen-small')
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tokenizer, model = load_model()
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# Streamlit interface
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st.markdown("<h1 class='main-title'>π΅ AI Music Generator</h1>", unsafe_allow_html=True)
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st.markdown("<p class='subtitle'>Describe the type of music you want, and the AI will generate it for you.</p>", unsafe_allow_html=True)
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# Main interaction area
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text_input = st.text_input("ποΈ Describe the music you want to create",
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placeholder="E.g., A happy pop song with guitar and drums")
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if st.button("πΌ Generate Music"):
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if text_input.strip():
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with st.spinner("π§ Generating your music..."):
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try:
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audio_array = generate_music(text_input, tokenizer, model)
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# Convert to int16 and save as WAV file
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audio_int16 = (audio_array * 32767).astype(np.int16)
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write("generated_music.wav", 44100, audio_int16)
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st.success("π Your music has been generated successfully!")
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# Play the generated audio
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st.audio("generated_music.wav")
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# Provide download button
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with open("generated_music.wav", "rb") as file:
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st.download_button(
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label="π₯ Download Music",
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data=file,
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file_name="ai_generated_music.wav",
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mime="audio/wav"
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)
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except Exception as e:
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st.error(f"π Oops! An error occurred: {str(e)}")
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else:
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st.warning("π€ Please enter a description for your music.")
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# Information sections
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st.markdown("---")
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col1, col2 = st.columns(2)
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with col1:
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st.markdown("### π How it works")
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st.markdown("""
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1. π Describe the music you want
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2. π±οΈ Click 'Generate Music'
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3. π§ Listen to your AI-created tune
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4. π₯ Download and share!
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""")
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with col2:
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st.markdown("### π¨ Tips for great results")
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st.markdown("""
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- Be specific about instruments
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- Mention genre or mood
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- Describe tempo or rhythm
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- Reference famous artists or songs
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""")
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# Footer
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st.markdown("---")
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