olgaliak / active-learning-detect

Active learning + object detection
MIT License
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Method to exclude a class #33

Open abfleishman opened 6 years ago

abfleishman commented 6 years ago

Sometimes there are images that have an example of a class in them that is not a good image to train on (the object is not typical, or partially obscured, or blurry). It would be nice to have a mechanism to easily exclude images with a specific tag or text string (bad, exclude, _blurry, _bad).

In VoTT the only option is to tag something, or no, so in terms of creating a labeled dataset, it is important to label everything in the dataset, so it would be nice to have the exclusion mechanism in the active learning side.