captcha-recognition

CREATE DATASET

• Install ImageCaptcha: pip3 install captcha
• Create dataset: python3 create_dataset.py
  
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  8kxqyc
  tjjzbu

TRAINING

• Change lr, batch size, no.epoch, data directory, description, etc in config.py
• Run training: python3 training.py

TESTING

• Choose directory to decode img_dir and the description description_path in config.py
• Run testing: python3 testing.py

Prediction

• Predict text for an image
• Run: 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%