AutoAssign icon indicating copy to clipboard operation
AutoAssign copied to clipboard

verified publisher icon Megvii-BaseDetection
→

Metadata

Pytorch implementation of "AutoAssign: Differentiable Label Assignment for Dense Object Detection"

Results 2 AutoAssign issues
Sort by recently updated
recently updated
newest added

Performance on VOC

Hi, 我最近在研究label assign，实验发现使用默认设置下的AutoAssign在VOC上的表现会低于GFL 3个点以上的AP。请问你们有在VOC上尝试过吗？我使用的是mmdet官方repo中的AutoAssign，最大epoch为4，学习率下降在第3 epoch之后，这是mmdet VOC的标准设置。GFL可取得51.8的AP，但AutoAssign只能取得48.4。请问有什么超参会对性能影响较大？

Zzh-tju avatar Zzh-tju

Training on VOC

Hello, thanks for your great work! Can you provide a config.py file for the training on PASCAL VOC dataset. Thanks

gfcc198 avatar gfcc198

← Metadata

139
Stars
18
Forks
Watchers

Owner

verified publisher icon Megvii-BaseDetection

Metadata

Pytorch implementation of "AutoAssign: Differentiable Label Assignment for Dense Object Detection"

Back