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fix BUG of SSDHead when predict #11524

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@zzj403 zzj403 commented Mar 7, 2024

Thanks for your contribution and we appreciate it a lot. The following instructions would make your pull request more healthy and more easily get feedback. If you do not understand some items, don't worry, just make the pull request and seek help from maintainers.

Motivation

I meet a bug when predict with ssd
'SSDHead' object has no attribute 'loss_cls'
on mmdet/models/dense_heads/base_dense_head.py L376:

if getattr(self.loss_cls, 'custom_cls_channels', False):

Modification

I fix it by change this line to:

if hasattr(self, 'loss_cls') and getattr(self.loss_cls, 'custom_cls_channels', False):

Use cases (Optional)

from mmdet.apis import DetInferencer

inferencer = DetInferencer('ssd512_coco')

inferencer('demo/demo.jpg', show=False, out_dir='demo/result')

Checklist

  1. Pre-commit or other linting tools are used to fix the potential lint issues.
  2. The modification is covered by complete unit tests. If not, please add more unit test to ensure the correctness.
  3. If the modification has potential influence on downstream projects, this PR should be tested with downstream projects, like MMDet or MMPreTrain.
  4. The documentation has been modified accordingly, like docstring or example tutorials.

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3 participants