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Went-Liang / UnSniffer

[CVPR 2023] Official Pytorch code for Unknown Sniffer for Object Detection: Don’t Turn a Blind Eye to Unknown Objects
https://arxiv.org/pdf/2303.13769v1.pdf
Apache License 2.0
67 stars 9 forks source link

Inference #22

Open ezyzzy opened 4 months ago

ezyzzy commented 4 months ago

Firstly, I would like to thank you for your sharing. I have carefully reviewed your code, and the training process is consistent with the paper. However, I am not quite clear on how the "Unknown" class is identified during the inference process. It seems that only FastRCNNOutputLayers have been used? Additionally, I have loaded the pre-trained file you shared and executed "sh test_ood.sh". But the results do not seem to be very good? I am not quite sure about the specific reasons. Is pretesting necessary, and is there a need to modify the configuration file after pretesting?

ezyzzy commented 4 months ago

after I run pretest.sh and get the 2 thres, the test_ood.sh result is still bad. What might be the issue? image