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Releases: Anonymous390/NNFS-MNIST-with-Convolution

First stable release of CNN from scratch for MNIST

03 Jul 20:22
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🎉 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%