captcha-reader-pytorch

Captcha recognition using PyTorch

Description

Trained weight is exist in weights folder

Implementation of RNN for Captcha recognition using PyTorch.

Prerequisites

• torch 1.9.0+cu111
• scikit-learn 0.24.2
• tqdm 4.62.3
• pillow 8.3.0

Installation

git clone https://github.com/yakhyo/captcha-reader-pytorch
curl https://github.com/yakhyo/captcha-reader-keras/blob/master/captcha_images_v2.zip

Data

Data: https://github.com/yakhyo/captcha-reader-keras/blob/master/captcha_images_v2.zip

├── captcha-reader-pytorch
│   ├── assets
│   ├── nets
│   ├── utils
│   └── weights
└── captcha_images_v2
    ├── n8pfe.png
    ├── 2bg48.png
    └── .....

Train

To train the model modify train.py and run the command:

python train.py

Inference

To inference single image modify recognize.py and run the command:

python recognize.py

Reference

1. https://github.com/abhishekkrthakur/captcha-recognition-pytorch