Movie Screenshot Time Point Locator

Movie Screenshot Timestamp Locator **Core Capabilities** This program adopts a modular design and can be quickly migrated to various video content retrieval scenarios, such as: - Image-to-video search - Video-to-image search - Video-to-video search - AI album retrieval - Product image search - Camera footage retrieval - Animation shot localization - Educational video localization - Advertising material search - Video deduplication - Video content comparison - Image copyright detection **Technical Workflow** 1. Use FFmpeg to automatically extract keyframes from videos at a specified frame rate 2. Utilize the CLIP model to extract visual features from all video frames 3. Build a FAISS high-performance vector index 4. Extract visual features from user-provided screenshots 5. Perform high-speed similarity search in the index 6. Return the corresponding video timestamp and similarity score 7. Support exporting query results in CSV / Excel format **Applicable Scenarios and Industries** This program is suitable for the following fields or organizations: - Film and television production companies - Video editing teams - Self-media studios - AI video analysis platforms - Video asset management systems - Broadcasting and media industries - Copyright review agencies - Educational and training institutions - Animation resource organization - Video retrieval system development - Intelligent video databases - Legal forensics - Video content comparison - Digital asset management