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git-manager/FOTS.PyTorch

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I have finished the detection branch and am still training the model to verify its correctness. All the features will be published to develop branch, and keep master stable.

  • ICDAR Dataset
  • SynthText 800K Dataset
  • detection branch
  • eval
  • multi-gpu training

Questions

  • Should I fix weights of the backbone network, resnet50 ?
    for param in self.backbone.parameters():
        param.requires_grad = False

Introduction

This is a PyTorch implementation of FOTS.

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FOTS Pytorch Implementation

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  • C++ 87.7%
  • Python 12.3%
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