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Is there any small backbone like VGG16 surpported? Or Are there tutorials to replace backbone networks due to resource constraints... about detectron2 HOT 4 CLOSED

facebookresearch avatar facebookresearch commented on May 31, 2024
Is there any small backbone like VGG16 surpported? Or Are there tutorials to replace backbone networks due to resource constraints...

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Comments (4)

ppwwyyxx avatar ppwwyyxx commented on May 31, 2024

We don't have small backbones at the moment. We'll add more in the future.

You can replace the backbone with your own ones using BACKBONE_REGISTRY. An incomplete tutorial is at https://detectron2.readthedocs.io/tutorials/models.html, we'll add more details to it later.

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sean-wade avatar sean-wade commented on May 31, 2024

OK, Thanks a lot! I appreciate your remarkable work!

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chansongoal avatar chansongoal commented on May 31, 2024

Have you solved this problem? And what's the performance after you replace the Res50 with vgg16? Thanks for your help!

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chansongoal avatar chansongoal commented on May 31, 2024

Hi, @a954217436
Have you replaced the backbone with VGG16? I am working on this too. Can you give me some suggestions? Appreciate it if you can provide any help!

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