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# Enhanced YouTube Video Analysis
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This Streamlit application allows users to analyze YouTube videos by performing the following tasks:
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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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## Features
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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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## Installation
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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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## Usage
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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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## Note
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This application requires FFmpeg to be installed on the system for video processing.
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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.
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