README.md

FERI-SymRec

Symbol Recognition application using Multi-Layer Neural Networks at Artificial Intelligence (slo. Umetna Inteligenca).

Implements neural network with backpropagation for free drawn symbol (character) recognition.

Features

• Flexible Multi-Layer Neural Network
  • Custom Layers
  • Activation Functions
  • Weight
  • Bias
  • Mean Square Error
• Parameters
  • Symbol Points (Vectorization)
  • Hidden Neurons
  • Learning Rate
  • Maximum Epochs
  • Minimal Error
• Free Draw Input

Setup

Dependencies:

• Qt

Resources

• Implementing a flexible neural network with backpropagation from scratch (Python)
• Build a flexible Neural Network with Backpropagation in Python