This release touched almost every line of code. I am certain there are changes I have missed. I see much better bounding boxes and higher confidence scores for detections on my cameras.
Breaking Changes:
- Object configuration has changed again. Please reference the updated config example.
- Region specific settings are no longer available because objects can be detected outside the bounds of regions dynamically
Changes:
- By default, frigate only looks for the following object types: person, car, and truck. You must specify others if you want.
- Detected objects are now assigned an id and tracked across frames
- Regions are dynamically created for tracked objects
- If an object is against the edge of a region, a new region is dynamically created to ensure the entire object is included in the detection
- Dockerfile has been overhauled. Building should take less time and result in a smaller image size. There is still room for more improvement.
- Updated to the latest EdgeTPU libraries from Google
- Added a
/debug/statsendpoint where you can see FPS for your cameras/Coral and various queue lengths - Watchdog timeout for ffmpeg is now configurable
- Timestamp on snapshots is now configurable
- Support for UDP camera feeds
Docker image is available with docker pull blakeblackshear/frigate:0.4.0-beta