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YuHengsss / YOLOV

This repo is an implementation of PyTorch version YOLOV Series
Apache License 2.0
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How "use_time_emd" works? #80

Open XJTU-Haolin opened 1 month ago

XJTU-Haolin commented 1 month ago

Thanks for your good work!

I am wondering if I set "use_time_emd==True", how it works in the framework?

I didn't find the time_embedding_features in the codebase. Is it really useful in the proposed code?

Please give some suggestions.

YuHengsss commented 1 month ago

Thank you for your kind words and for your interest in our work!

The usage of the time embedding can be found in the following line of the code: https://github.com/YuHengsss/YOLOV/blob/37e0fc871eca1330a335ef4756b277dc5626b9aa/yolox/models/post_trans.py#L94

In our experiments, we found that the time embedding did not improve performance. However, this does not preclude its potential utility in other implementations or specific scenarios. You are welcome to experiment with it and see if it benefits your particular use case.

XJTU-Haolin commented 1 month ago

Thank you for your kind words and for your interest in our work!

The usage of the time embedding can be found in the following line of the code:

https://github.com/YuHengsss/YOLOV/blob/37e0fc871eca1330a335ef4756b277dc5626b9aa/yolox/models/post_trans.py#L94

In our experiments, we found that the time embedding did not improve performance. However, this does not preclude its potential utility in other implementations or specific scenarios. You are welcome to experiment with it and see if it benefits your particular use case.

Thanks for your timely answer!