anuragpsarmah / KP-Captcha-Solving-Model

ML Model Trained on Knowledge Pro Captchas.

Knowledge Pro Captcha Solving Model

Knowledge Pro serves as the student profile management system utilized by Christ (Deemed to be University). The platform features a login page where users must input their username, password, and solve a captcha. This project aims to solve captcha challenges within Knowledge Pro by training a machine learning model. The project is only for learning purposes.

Deployment

To deploy and run this project on your local system, follow these steps:

1. Clone the repository:

   git clone https://github.com/anuragp787/KP-Captcha-Solving-Model.git

2. Install the following python libraries:

   pip install selenium
   pip install pillow
   pip install opencv-python-headless
   pip install tensorflow
   pip install mltu
   pip install numpy

3. Run Generate_Captcha.py file to generate 1000 Knowledge-Pro website captchas.

4. Run the train.py file to train the model on the generated dataset.

5. Run the inferenceModel.py to run an automated test on the dataset.

6. Run single_captcha_test.py file while referencing the test image through 'image_path' variable to test a single captcha.