https://github.com/namberino/digitizer

Handwritten digit recognizer using Neural Network from scratch
https://github.com/namberino/digitizer

Last synced: 2 months ago
JSON representation

Handwritten digit recognizer using Neural Network from scratch

• Host: GitHub
• URL: https://github.com/namberino/digitizer
• Owner: namberino
• Created: 2024-05-29T15:40:07.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2024-06-03T03:48:53.000Z (about 1 year ago)
• Last Synced: 2025-01-30T01:41:35.360Z (4 months ago)
• Language: Jupyter Notebook
• Homepage:
• Size: 19.4 MB
• Stars: 2
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# Handwritten Digits Recognizer using Neural Network from scratch

A recognizer for the [MNIST dataset](http://yann.lecun.com/exdb/mnist/). This recognizer uses a neural network with 4 layers (2 hidden layers). The neural network was implemented from scratch without using any ML library, only using NumPy.

Check out the [doc](doc/) directory for details on the model.

![predict image](img/predict.png)