pat266 / pycaptcha

🛠 Pytorch lightweight Captcha Solver, Over 98% accuracy

PyCAPTCHA 🔍

An End-to-end Pytorch-Lightning implemented CAPTCHA OCR model.
Training 2 epoch under 100k images to get over 96% acc on Val dataset 🤩

with 200k or even more training set you may get >98% acc

INSTALL ⚙️

Step0: Clone the Project

git clone https://github.com/ZiYang-xie/PyCAPTCHA
cd PyCAPTCHA

Step1: Create & Activate Conda Env

conda create -n "PyCaptcha" python=3.7
conda activate PyCaptcha

Step2: Install Pytorch

conda install torch==1.9.0 torchvision==0.10.0 -c pytorch

Step3: Install PIP Requirements

pip install -r requirement.txt

Docment 📃

Checkout the PyCAPTCHA Usage in WIKI Page

Check the Doc