Error in evaluation with Detectron2

valeoai / LOST

Pytorch implementation of LOST unsupervised object discovery method

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Error in evaluation with Detectron2 #7

Closed MarcVisions closed 2 years ago

MarcVisions commented 2 years ago

Hi @osimeoni,

Thank you for making the code available!

When evaluating Detectron2 on VOC12 with the obtained pseudolables. I obtain the following error: AttributeError: "int object has no attribute 'value'. It seems that the coco_style_file is not registered by 'register_coco_instances' (see image underneath). Any idea how this can be fixed? Thanks.

MarcVisions commented 2 years ago

It seems that the BoxMode causes the error. The data in the generated dictionary for the training/evaluation uses "0" as the BoxMode but this should be mapped again to BoxMode.XYXY_ABS in Detectron2. Detectron2 can not handle 0. I believe it would be better to use the "load_coco_json" function in detectron2/data/dataset/coco.py.

osimeoni commented 2 years ago

Hi @MarcVisions,

Could you please share your entire error logs? The screenshot appears to be cut before the error is raised. Also could you please give me details on how to reproduce your error?