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Mask R-CNN, FPN, LinkNet, PSPNet and UNet with multiple backbone architectures support readily available

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I'm training a resnet50 (custom backbone/configs/maskrcnn.cfg) with a grocery products dataset. Even after several attempts the model stagnates at a certain val_loss close to 3.5, however the same training with...

There are lots of changes in the segmentation_models which are not compatible with the current versions.