/Captcha-Text-Recognition

Primary LanguageJupyter NotebookMIT LicenseMIT

Captcha-Text-Recognition

Dependances

numpy(1.19)
pytorch (1.7)
PIL(7.0)

Running

git clone https://github.com/saty101/Captcha-Text-Recognition.git
cd src

Download the dataset in this directory

Train

python train.py

This will run 200 epochs, usually 96% accuracy is reached at 40 epochs.

The whole training process is written here which can be trained on Google Colab. Download the dataset to /content before using this notebook.

Perform Recogition

python recognize.py 0.png

Refer this notebook for recognizing Captcha images.

Dataset

Data taken from link