🎉 First release of my Convolutional Neural Network (CNN) implementation from scratch using NumPy for the MNIST dataset.
✅ Features:
- Conv2D + MaxPooling + ReLU + Softmax architecture
- SGD with momentum optimizer
- Manual forward and backward passes
- Supports saving/loading model weights
- Includes inference on custom images
| Metric | Value |
|---|---|
| Final Training Accuracy | ~99% |
| Test Accuracy | ~98% |