Do more augmentations

Open gsganden opened this issue 7 years ago • 2 comments

Given that the animals often occupy only a small part of the image, we may get better performance with a lot of augmentations involving high zoom. This kind of approach is often used with medical images, e.g. where a tumor might occupy a small part of the image.

Nov 21 '18 21:11 gsganden

Hey @gsganden. Is this still a feature you're looking for? I would like to help with that.

Sep 11 '19 22:09 aminzarshenas

Yes, that would be great. See https://github.com/uptake/autofocus/blob/master/autofocus/train_model/train_multilabel_model.ipynb for a record of the most recent training run.

Sep 11 '19 22:09 gsganden