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captcha-recognition's Introduction

captcha-recognition

CREATE DATASET

  • Install ImageCaptcha: pip3 install captcha
  • Create dataset: python3 create_dataset.py

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TRAINING

  • Change lr, batch, epoch, data path,... in config.py
  • Training: python3 training.py

TESTING

  • Run command: python3 predict.py

RESULT

Data was created by myself and was used for a research competition on Kaggle: https://www.kaggle.com/c/aif-challenge2/

  • Publict test: 91.25%
  • Private test: 78.66%

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