https://github.com/thisisnotjustin/mnist_digitrecognizer

Simple MNIST digit recognizer utilizing Python and NumPy
https://github.com/thisisnotjustin/mnist_digitrecognizer

ai-ml python

Last synced: 7 months ago
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Simple MNIST digit recognizer utilizing Python and NumPy

• Host: GitHub
• URL: https://github.com/thisisnotjustin/mnist_digitrecognizer
• Owner: ThisIsNotJustin
• Created: 2024-03-12T08:20:26.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2024-03-12T08:36:40.000Z (over 1 year ago)
• Last Synced: 2025-01-21T20:17:20.198Z (9 months ago)
• Topics: ai-ml, python
• Language: Python
• Homepage:
• Size: 204 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Digit Recognizer

This project is a digit recognizer implemented using a neural network built from scratch without tensorflow (only numpy) and trained on the MNIST dataset. It allows users to draw a digit on a canvas using gradio and predicts the digit drawn using the trained model.

## Requirements

- Python 3.x

- Gradio

- numpy

- pandas

- matplotlib

- [MNIST Dataset](https://www.kaggle.com/datasets/hojjatk/mnist-dataset)

## Example Output

![Example Image](https://github.com/ThisIsNotJustin/MNIST_DigitRecognizer/blob/main/output/1.png)

![Example Image](https://github.com/ThisIsNotJustin/MNIST_DigitRecognizer/blob/main/output/2.png)

![Example Image](https://github.com/ThisIsNotJustin/MNIST_DigitRecognizer/blob/main/output/3.png)

![Example Image](https://github.com/ThisIsNotJustin/MNIST_DigitRecognizer/blob/main/output/4.png)

![Example Image](https://github.com/ThisIsNotJustin/MNIST_DigitRecognizer/blob/main/output/7.png)

![Example Image](https://github.com/ThisIsNotJustin/MNIST_DigitRecognizer/blob/main/output/8.png)

![Example Image](https://github.com/ThisIsNotJustin/MNIST_DigitRecognizer/blob/main/output/9.png)