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Beta Release 0.4.0

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@blakeblackshear blakeblackshear released this 15 Jan 13:31

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/stats endpoint 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