- Novelty detection. Tracks significantly different from those seen during training can be identified.
- New class 'cat'
- Improved model.
- Improvements to clip classification (state decay, and smoothing refinements).
- Can now classify non-static videos
- Improvements to classification speed
- Updated and improved model
- 6 classes (birds, false-positive, hedgehog, possum, rat, stoat)
Known issues
- Obscured animals tend to be classified as stoats or rats.
- False-positive class was trained on false-positives generated by the static video tracking algorithm, tracking on non-static vidoes tends to generate different kinds of false-positives which may not be identified correctly.
- Initial model
- 5 classes (birds, false-positive, hedgehog, possum, rat)