This project is the simple example of practical appliance of machine learning using C#. [Term project for Machine Learning course]
This application has several functions.
- Generating captcha datasets (via System.Drawing)
- Preprocessing. All images must be prepared before training NN. This steps include:
- Removing noise.
- Detecting individual characters.
- Cutting characters and normalizing them. This done with OpenCV library
- Training Fast Artificial Neural Network Library
- Testing and showing report: