CAPTCHA Conv Net

• 2 Convolutional Layers - 2 Fully Connected Layers
• Training Time - Approx 5min - 99% Accuracy

This repo contains 4753 (images) dataset

Requirements

• Python 3
• Pip 3

pip3 install -r requirements.txt

Building Dataset

python3 dataset.py

This command will generate two data files

x.pickle
y.pickle

Train the model

python3 model.py

Testing Pre-Trained Model

• Go to dist directory

cd dist

• test directory inside dist directory contains some real captcha

• running test.py with an arg with directory will read the image and rename the file to actual captcha

python3 test.py test