deeplearning-wisc / stud

source code for CVPR'22 paper "Unknown-Aware Object Detection: Learning What You Don’t Know from Videos in the Wild"
Apache License 2.0
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Issue with evaluation script #16

Closed jadevaibhav closed 1 year ago

jadevaibhav commented 1 year ago

Hi,

Thanks for the awesome work! I am trying to run the evaluation on BDD100k and COCO as per the readme.md. I am getting an issue in the src/data/builtin.py. I also tried to run datasets/domain_splits_bdd100k.py, it does not create the required files "bdd100k_mot_domain_splits_train.json"," bdd100k_mot_domain_splits_val.json". I tried to run an evaluation on the coco dataset by removing this dependency, with the given STUD-ResNet model. It gives error

raise KeyError(
KeyError: "No object named 'SSRCNN' found in 'META_ARCH' registry!")

This is my system configuration (as given by detectron2). Can you please guide me on how to get these issues resolved? Thanks! :---------------------- -------------------------------------------------------------------------------------- sys.platform linux Python 3.8.10 (default, Mar 13 2023, 10:26:41) [GCC 9.4.0] numpy 1.24.3 detectron2 0.6 @/home/vaibhav/Desktop/detectron2/lib/python3.8/site-packages/detectron2 Compiler GCC 7.3 CUDA compiler CUDA 10.2 detectron2 arch flags 3.7, 5.0, 5.2, 6.0, 6.1, 7.0, 7.5 DETECTRON2_ENV_MODULE PyTorch 1.9.0+cu102 @/home/vaibhav/Desktop/detectron2/lib/python3.8/site-packages/torch PyTorch debug build False GPU available Yes GPU 0 NVIDIA GeForce RTX 2080 SUPER (arch=7.5) Driver version 470.182.03 CUDA_HOME /usr/local/cuda Pillow 9.5.0 torchvision 0.10.0+cu102 @/home/vaibhav/Desktop/detectron2/lib/python3.8/site-packages/torchvision torchvision arch flags 3.5, 5.0, 6.0, 7.0, 7.5 fvcore 0.1.5.post20221221 iopath 0.1.9 cv2 Not found


PyTorch built with:

d12306 commented 1 year ago

hi, @jadevaibhav , I did not reproduce the error. Can you provide more context?

Such as the data sets. and whether you modify anything in the code base?