precision-sustainable-ag / SemiF-AnnotationPipeline

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Cutout-classifier-v1 #90

Closed danielginn closed 4 months ago

danielginn commented 2 years ago

Purpose: This feature is intended to identify non-target weeds growing in the BenchBot pots, which will produce falsely labeled cutouts that must be removed from the ground truth image set.

Procedure: Use the cutouts verified by @mkutu to train a cutout classifier which will produce a species prediction. This species prediction will then be compared against the species metadata. If there is a mismatch, present for visual inspection by the user.