MortonWang / captcha_recognition

Captcha recognition with PyTorch

Overview

Recognition captcha by CNN+MLP model in PyTorch.The captcha images are generated by captcha,and label is included in the filename respectively.

Data

We provide some data divided into train,val,test folder under ./dataset,you can run captcha_gen.py to generat enough image.The captchas look like this:

Model

We provide two trained models under ./model,you can run model_test.py to load and obtain the accuracy of the appointed data without training.

Requirements

• Python:2.7
• Torch:1.0.1
• captcha:0.3

Acknowledgement

This repo is modified from pytorch-captcha-recognition