Aayushktyagi comments

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                                            Aayushktyagi

Trackers not deleting:

Check the tracker object and see if trackers are being poped from it.

Expected a 'cuda' device type for generator but found 'cpu'

Turning the shuffle parameter off in the dataloader helped. [Link](https://stackoverflow.com/a/68621335/8924426)

Error when running on custom dataset of 256*256 size images

Yes faced the same issue while training on a custom dataset with a single class.

error: package directory 'projects/PointRend/point_rend' does not exist

You can copy the PointRend from detectron2 repo and place it in the BoxTeacher/projects/

Who knows how to train my own datasets in this model?Can you give me a normative preocess?

I think this might help: https://www.kaggle.com/code/hikmatullahmohammadi/road-lane-line-tusimple-dataset-preparation .

Box2Mask failing for custom class of just one class.

I also observed the same trend. For Boxlevelset and box2mask, performance on single class is very poor. For Boxinst its decent. @VikasRajashekar did you try BoxLevelset?

Dimension out of range (expected to be in range of [-1, 0], but got 1)

@imashwini09 I got the same issue. try commenting out {"class_name": "albumentations.ShiftScaleRotate", "params": {"p": 0.5} } Sometimes due to ShiftScaleRotate transform returns empty list of boxes []. Thanks