tnc-ca-geo / animl-ml

Machine Learning resources for camera trap data processing
Other
4 stars 1 forks source link

Classifier training workflow: add step to filter out unwanted annotations #117

Open nathanielrindlaub opened 1 year ago

nathanielrindlaub commented 1 year ago

Elena discovered during the training of the MIRAv2 model that the COCO.json exports from Animl can contain annotations that are not part of the filtered class-list. This occurs when a user (either correctly or incorrectly) labeled an image as having two animals of different species, and one of the species was included in the initial filter while the other was not.