Add video person detection tools and comprehensive tutorials#239
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rxmao wants to merge 2 commits intoSense-X:mainfrom
Open
Add video person detection tools and comprehensive tutorials#239rxmao wants to merge 2 commits intoSense-X:mainfrom
rxmao wants to merge 2 commits intoSense-X:mainfrom
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- Add detect_person_in_video.py: Full-featured video person detection script - Support auto-download from Hugging Face - Support person-only filtering - Support real-time visualization - Support batch processing - Add quick_start_person_detection.py: Simplified quick-start script - Easy configuration in code - Minimal parameters needed - Step-by-step progress display - Add PERSON_DETECTION_TUTORIAL.md: Comprehensive English tutorial - Environment setup guide - Model download instructions (3 methods) - Usage examples (basic to advanced) - Python API documentation - Performance optimization tips - FAQ section - Add QUICK_START_CN.md: Chinese quick-start guide - 3-step quick start - Common usage examples - Parameter reference - Code examples - Troubleshooting Features: - Person detection from video using Co-DETR ViT-Large - Confidence threshold filtering - GPU/CPU support - Real-time preview - Video output with bounding boxes - Detection statistics
Fix: Use correct model filename from HuggingFace - Changed checkpoint filename from 'co_dino_5scale_vit_large_coco.pth' to 'pytorch_model.pth' - Use local config file: projects/configs/co_dino_vit/co_dino_5scale_vit_large_coco.py - Updated all scripts and documentation Updated files: - detect_person_in_video.py: Update download function to use pytorch_model.pth - quick_start_person_detection.py: Update file paths in configuration - PERSON_DETECTION_TUTORIAL.md: Update all download commands and examples - QUICK_START_CN.md: Update Chinese quick-start guide Added: - DOWNLOAD_MODEL.md: Comprehensive model download guide - 3 download methods (CLI, git clone, manual) - File structure explanation - Usage examples - FAQ section Note: The HuggingFace model repository uses 'pytorch_model.pth' as the checkpoint filename, not 'co_dino_5scale_vit_large_coco.pth'
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Add detect_person_in_video.py: Full-featured video person detection script
Add quick_start_person_detection.py: Simplified quick-start script
Add PERSON_DETECTION_TUTORIAL.md: Comprehensive English tutorial
Add QUICK_START_CN.md: Chinese quick-start guide
Features: