I’m a bit confusing about automatic resizing of images during training.
The train tool does not support training on images of multiple resolutions, but Dataloader support automatic resizing of images .
Dataloader is automatic during train process?
Docs says two things:
train tool does not support training on images of multiple resolutions. However, the dataloader does support resizing images to the input resolution defined in the specification file. This can be enabled by setting the
enable_auto_resize parameter to
true in the
augmentation_config module of the spec file.
train tool does not support training on images of multiple resolutions, or resizing images during training. All of the images must be resized offline to the final training size and the corresponding bounding boxes must be scaled accordingly.