Insect Detect ML - Software for classification of images and analysis of metadata from a DIY camera trap system

Download the software and notebooks with the latest updates from the insect-detect-ml GitHub Repo and visit the documentation website for more information about the Insect Detect DIY camera trap for automated insect monitoring.

Releases

For the v1.1 release, a new YOLOv5s-cls model in ONNX format for faster CPU inference was added. This model was trained on a new dataset version, including episyr_balt (Episyrphus balteatus) as added class.

New features

Add new YOLOv5n-cls ONNX model: https://github.com/maxsitt/insect-detect-ml/commit/84e15ecb9dd067ddecc1ade361bafcd691a6c405

Important Updates

Update csv_analysis.py: https://github.com/maxsitt/insect-detect-ml/commit/660a6dc5a979fe88ef345f5f596be9336f54d8c3

Changelog

Changes between previous release and this release: https://github.com/maxsitt/insect-detect-ml/compare/v1.0...v1.1