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+ # Enhanced YouTube Video Analysis
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+
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+ This Streamlit application allows users to analyze YouTube videos by performing the following tasks:
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+
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+ 1. Download and process YouTube videos
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+ 2. Perform text search and question answering on video content
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+ 3. Find similar frames based on uploaded images
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+ 4. Detect and track faces in the video
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+
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+ ## Features
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+
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+ - YouTube video download and processing
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+ - Text search and question answering
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+ - Image-based similarity search
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+ - Face detection and tracking
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+ - Generation of face appearance videos
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+
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+ ## Installation
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+
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+ 1. Clone this repository
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+ 2. Install the required packages:
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+ ```
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+ pip install -r requirements.txt
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+ ```
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+ 3. Run the Streamlit app:
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+ ```
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+ streamlit run app.py
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+ ```
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+
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+ ## Usage
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+
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+ 1. Enter a YouTube URL in the provided input field
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+ 2. Click "Analyze" to process the video
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+ 3. Use the various features (text search, image upload, face upload) to analyze the video content
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+
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+ ## Note
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+
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+ This application requires FFmpeg to be installed on the system for video processing.
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+
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+ ## Deployment
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+ This application is designed to be deployed on Hugging Face Spaces. Follow the Hugging Face documentation for deployment instructions.