Convolutional Neural Networks from scratch for image classification

In this repository, you can find Convolutional Neural Networks written in numpy from scratch (no framework involved) that trains by mini-batches. In the related notebook, we'll use a pre-trained model to recognize and classify images of handwritten digits.

Getting Started

To run it You need jupyter notebook installed or You can run it using google colab.

The main file is [Convolutional Neural Networks.ipynb]([Convolutional Neural Networks.ipynb])

Prerequisites

-numpy
-matplotlib
-pandas
-scipy
-pickle
-random

Author

• Sohaib1424