ATSS

ATSS copied to clipboard

大batch_size和多目标检测的双层for循环导致ATSS算法执行时间长，GPU利用率低，如何提升性能与效率？

3

如题，batch _size = 15， 检测目标类别=6，则atss算法会连续调用90次，通过profile，该部分GPU利用率低，耗时占比训练 30%左右，如何考虑优化，从而提升性能 与GPU利用率呢？

chenrui17

C1083: 无法打开包括文件: “cpu/vision.h”: No such file or directory

1

backcall 0.2.0 certifi 2022.5.18.1 colorama 0.4.4 cycler 0.11.0 Cython 0.29.30 decorator 5.1.1 easydict 1.9 fonttools 4.33.3 imageio 2.19.3 ipython 7.31.1 jedi 0.18.1 kiwisolver 1.4.2 matplotlib 3.5.2 matplotlib-inline 0.1.2 networkx 2.6.3...

Deill2

No module named 'atss_core'

1

Exception has occurred: ModuleNotFoundError No module named 'atss_core' File "/ssd8/other/xuepan/ATSS/tools/train_net.py", line 14, in from atss_core.config import cfg

xiaopan999

The center sampling of fcos does not seem to see the topk operation.

Justlovesmile

where is the ATSS?

5

I DO NOT find about atss's .py

123wk45678

when will release the code based on detectron2?

4

In previous issues, you said that the code reimplemented on detectron2 will be released soon. When will you release it? I got some problems, particularly, anchor generation and its change...

TengFeiHan0

!! WARNING !! !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! Your compiler (g++) is not compatible with the compiler Pytorch was built with for this platform, which is clang++ on darwin. Please use clang++ to to...

YuYue26

The full version of ATSS applied to FCOS

3

The paper mentioned a full version of ATSS applied to FCOS, is it obtained by changing REGRESSION_TYPE from BBOX to POINT in atss_R_50_FPN_1x.yaml?

thisisi3

想问一下您这边的atss可以与YOLOv3结合嘛？比较小白，不知道如何结合的话是用在哪一个步骤了

Jiangyangya

How can I train it on coco format own dataset?

sh7jacobi