About
This is a CAPTCHAs slover. Not my original work, written after learning.
Before you get started
To run these scripts, you need the following installed:
- Python 3
- OpenCV 3 w/ Python extensions
- The python libraries listed in requirements.txt
- Try running "pip3 install -r requirements.txt"
Step 1: Extract single letters from CAPTCHA images
Run:
python3 extract_single_letters_from_captchas.py
The results will be stored in the "extracted_letter_images" folder.
Step 2: Train the neural network to recognize single letters
Run:
python3 train_model.py
This will write out "captcha_model.hdf5" and "model_labels.dat"
Step 3: Use the model to solve CAPTCHAs!
Run:
python3 solve_captchas_with_model.py