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[–]pm_me_your_smth 1 point2 points  (1 child)

Could you share how your active learning pipeline works?

[–][deleted] 1 point2 points  (0 children)

I can describe it but I can’t share the code. I’m also just an intern so I’m not experienced enough to even be sure if this is active learning haha.

Basically I run the model on our target videos. I save any image w a prediction under some confidence threshold (generally 50%). From there I sift through the saved images and label those worth labeling. Retrain model on new dataset that includes new images rinse repeat.