Releases: Anonymous390/NNFS-MNIST-with-Convolution
Releases · Anonymous390/NNFS-MNIST-with-Convolution
First stable release of CNN from scratch for MNIST
🎉 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% |