{"id":29224811,"url":"https://github.com/heitan104/truesight","last_synced_at":"2026-04-11T01:04:59.348Z","repository":{"id":300572251,"uuid":"1005904839","full_name":"Heitan104/TrueSight","owner":"Heitan104","description":"Detect AI-generated short-form videos using deep learning. 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It analyzes shared TikTok/Reel links in real-time and instantly notifies users whether the content is AI-generated—without interrupting their scrolling session. With TrueSight, you can stay informed about the content you consume while maintaining your social media flow.\n\n### Inspiration  \nWe built TrueSight to combat the rising wave of AI-generated misinformation on short-form video platforms. Our goal is to empower users to identify synthetic content effortlessly, promoting digital literacy without disrupting their browsing experience.\n\n### Features  \n- **Instant AI Detection**: Share a TikTok/Reel link and receive a notification with an AI probability score (e.g., \"92% likely AI-generated\").  \n- **Explainable Results**: Clear reasons for the detection (e.g., \"Unnatural facial movements, synthetic voice patterns\").  \n- **Seamless Integration**: Works entirely in-app—no switching screens or losing your place.  \n- **History Log**: Optional saved results for reviewed content (future update).  \n\n### How It Works  \n1. **Share a Link**: User shares a TikTok/Reel URL to TrueSight (via app/extension).  \n2. **AI Analysis**: Our model processes the video’s visual/audio features. \n3. **Smart Notification**: Returns a percentage score and detection rationale directly to the user’s device.  \n\n### How to Use  \n1. **Mobile App**:  \n   - Open TrueSight and enable notifications.  \n   - Share TikTok/Reel links directly to the app.  \n \n\n### Setup and Installation  \nTo run TrueSight locally:  \n```bash  \ngit clone https://github.com/your-username/TrueSight.git  \ncd TrueSight  \npip install -r requirements.txt  # AI dependencies  \nnpm install  # Frontend dependencies  \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fheitan104%2Ftruesight","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fheitan104%2Ftruesight","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fheitan104%2Ftruesight/lists"}