https://github.com/lovesaroha/digits-classification-training

Training a keras model to do classification using MNIST, a data set containing items of handwriting digits (0 to 9).
https://github.com/lovesaroha/digits-classification-training

convolutional-neural-network keras machine-learning mnist-dataset python

Last synced: 13 days ago
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Training a keras model to do classification using MNIST, a data set containing items of handwriting digits (0 to 9).

• Host: GitHub
• URL: https://github.com/lovesaroha/digits-classification-training
• Owner: lovesaroha
• License: gpl-3.0
• Created: 2021-09-26T12:10:31.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2021-10-01T11:59:00.000Z (over 3 years ago)
• Last Synced: 2024-11-13T10:48:27.318Z (2 months ago)
• Topics: convolutional-neural-network, keras, machine-learning, mnist-dataset, python
• Language: Python
• Homepage:
• Size: 14.6 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Digits-Classification-Training

Training a keras model to do classification using MNIST, a data set containing items of handwriting digits (0 to 9).
 Trained model files [lovesaroha/Trained-Models/Digits-Classification-Model](https://github.com/lovesaroha/Trained-Models/Digits-Classification-Model) 


Residual Network [lovesaroha/Custom-Neural-Networks](https://github.com/lovesaroha/Custom-Neural-Networks)

## Requirements

- Python 3 or higher.

## Packages

### Tensorflow

```bash

py -m pip install tensorflow

```

### Matplotlib

```bash

py -m pip install matplotlib

```

## Start Training

```bash

py convolutional_neural_network.py

```

```bash

py simple_neural_network.py

```

```bash

py resnet.py

```