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why performance is different from what is reported?

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I am using the pretrained weights that is provided on website faster_rcnn_1_6_10021.pth but i get different performance from what is reported on the website. am i doing something wrong?

Issue Analytics

  • State:closed
  • Created 4 years ago
  • Comments:6 (1 by maintainers)

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1reaction
AlexanderHustinxcommented, May 2, 2019

I’ll refer you to the observations of this issue: https://github.com/jwyang/faster-rcnn.pytorch/issues/419

It seems that PyTorch-1.0 and PyTorch-0.4.0 have a slight mismatch in their way to training the model. So the results are re-usable, but they will be off.

This leaves you with 3 options:

  1. Revert to Pytorch-0.4.0 and use the trained model
  2. Retrain the model yourself with the mentioned parameters (very similar accuracy)
  3. Use the PyTorch-0.4.0 trained model for the PyTorch-1.0 code (worse accuracy, as you mentioned)
0reactions
kangkang59812commented, May 10, 2019

almost same as you.Did you train the model youself? And did you get the mAp=70.6 or around it?

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