Test UPT-R50 on HICO-DET use python

[jasminethurder]

I meet some problem when i try to Test UPT-R50 on HICO-DET. i use "python main.py --eval --resume checkpoints/upt-r50-hicodet.pt" according to the launch_template.sh, but in the end, mAP is zero.

Thank you very much!

[fredzzhang]

Hi @jasminethurder,

Could you try to do some visualisations by running python inference.py --resume checkpoints/upt-r50-hicodet.pt --image-path ./assets/umbrella.jpeg --action 36 and see if you can get the same results as shown in the front page?

Fred.

[jasminethurder]

Thank you very much~ I will try that. Really appreciate your reply and the work you have done!!!

[jasminethurder]

I have rebuilt the project and removed all changes. But its still 0 mAP when i test on hico-det. Did you test the model in this way? use python main.py --eval --resume checkpoints/upt-r50-hicodet.pt Thanks a lot!

[jasminethurder]

I also tried to test using matlab, but the result is also close to 0. May I ask what method you used to test before?

[fredzzhang]

Hi @jasminethurder,

You seem to be running the correct commands. If a clean start does not solve the problem, I think most likely there is something wrong with data preparation. First run git status and see if there are any changes made, especially in the submodules (untracked content can be ignored). If git status does not return anything, then you are on the exact same head as the remote. Make sure the submodule hicodet is on head 9dd59c1. Then maybe do some visualisations on the HICO-DET images, instead of the custom ones and see if you get what you expect.

Fred.

[jasminethurder]

It works!!! It should be something wrong with data preparation. Thank you very much for your prompt and friendly reply, which helps me a lot. Appreciate your great work and best wishes to you!