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Pytorch-Devkit

This repository contains related algorithms in many fields:

  • object detection
  • segmentation
  • OCR
  • image translation

Table of Contents

About Details

  • Support distributed training
  • Support mixed precision training
  • Support multiple augments
  • Backbone: Mobilenetv3 MobileViT Resnet Swintransformer DarkNet StdcNet
  • NECK:FPN、PAFPN
  • Character Recognition:CRNN
  • Character detection:DBNET
  • Object detection:YOLOX
  • Segmentation:ReBiSegNet MaskFormer SOLOV2
  • Image translation:ICT

How to Use

$ python setup.py develop
$ python train_ddp.py -f ./config/Config_Yolox.yaml

For details about how to configure related algorithms, see examples.

Requirements

  • requirements.txt

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