| ### Before you get started |
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| To run these scripts, you need the following installed: |
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| 1. Python 3 |
| 2. OpenCV 3 w/ Python extensions |
| - I highly recommend these OpenCV installation guides: |
| https://www.pyimagesearch.com/opencv-tutorials-resources-guides/ |
| 3. The python libraries listed in requirements.txt |
| - Try running "pip3 install -r requirements.txt" |
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| ### Step 1: Extract single letters from CAPTCHA images |
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| Run: |
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| python3 extract_single_letters_from_captchas.py |
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| The results will be stored in the "extracted_letter_images" folder. |
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| ### Step 2: Train the neural network to recognize single letters |
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| Run: |
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| python3 train_model.py |
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| This will write out "captcha_model.hdf5" and "model_labels.dat" |
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| ### Step 3: Use the model to solve CAPTCHAs! |
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| Run: |
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| python3 solve_captchas_with_model.py |
