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Hi @laura-wang, I am happy that you find our project interesting! For automotive applications, RGB modality becomes useless at night due to dimished or even no illumination. On the other...

I never tried to cenvert these models to onnx, but in principle it should be possible. When I have time, I would try and let you know.

I did not try tensorrt on these models. However, if the layers in the models are supported by tensorrt, you can convert them.

Thanks @Huixxi , I will check out the model and add to master branch soon!

I will soon update the paper with AVA dataset results. The repo will also be updated accordingly. I will provide also a webcam demo.

YOWO is extended for AVA dataset! Please check out the updated repo!

@MoaazAbdulrahman I have written test_video_ava.py for AVA dataset. For ucf24 dataset, you need to use YOWO model trained on ucf24 and modify the inference part according to ucf24. Because, ucf24...

Yes, you are completely true!

No optimization is made at def(test), you can use it as it is.

I will soon update the paper with AVA dataset results. The repo will also be updated accordingly. I will provide also a webcam demo.