I focused on adding support for videos. I first implemented a basic video anonymization system so uploaded videos could be processed the same way as images. I also made sure that the audio for the video is preserved so that it carries over to the anonymized video being unchanged.
After getting the basic system working, I improved how videos are processed by adding object tracking and scene change detection. Instead of running detections on every frame, the system can now follow previously detected objects across frames and automatically run detections again when needed (when a tracker is lost, or the scene changes drastically, or periodically after a set amount of frames). This provides a great performance boost while the result stays reliable.
Next, I want to continue improving video processing by optimizing it further and making it more accurate.