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ChatSam / Weapons_detection_immich

Weapons detection feature based on the immich self-hosted photo and video hosting platform.
https://immich.app
MIT License
2 stars 2 forks source link

Investigate Integration of PySceneDetect for Expanding Weapon Detection to Video Feeds #29

Closed RuchiGupta20 closed 5 months ago

RuchiGupta20 commented 6 months ago

Expanding our weapon detection capabilities from static images to video feeds using PySceneDetect offers an opportunity to enhance situational awareness and security measures. PySceneDetect is a powerful tool for scene detection and segmentation in videos, which can complement our existing image-based weapon detection model. This GitHub issue aims to explore options and considerations for integrating PySceneDetect into our workflow to extend our weapon detection capabilities to video feeds seamlessly.

RuchiGupta20 commented 5 months ago

Discovered flaws with PySceneDetect in keyframe detection with moving backgrounds, extended model to videos with the existing YOLOv8 architecture support for videos and changing frames.