https://github.com/iambijoykar/tmnist-deeplearning-model

Handwritten character predict model
https://github.com/iambijoykar/tmnist-deeplearning-model

deep-learning deep-neural-networks neural-network tensorflow tmnist

Last synced: 11 days ago
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Handwritten character predict model

• Host: GitHub
• URL: https://github.com/iambijoykar/tmnist-deeplearning-model
• Owner: iamBijoyKar
• Created: 2024-06-17T10:33:23.000Z (7 months ago)
• Default Branch: main
• Last Pushed: 2024-06-17T10:42:59.000Z (7 months ago)
• Last Synced: 2024-11-04T00:25:02.779Z (about 2 months ago)
• Topics: deep-learning, deep-neural-networks, neural-network, tensorflow, tmnist
• Language: Jupyter Notebook
• Homepage:
• Size: 6.9 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# TMNIST Deep Learning Model

This repository contains the implementation of a deep learning model for the TMNIST dataset. The TMNIST dataset is a modified version of the MNIST dataset, specifically designed for handwritten digit recognition tasks.

## Dataset

The TMNIST dataset source [https://www.kaggle.com/datasets/nikbearbrown/tmnist-alphabet-94-characters](https://www.kaggle.com/datasets/nikbearbrown/tmnist-alphabet-94-characters)

## Usage

To use this model, follow these steps:

1. Clone this repository: `git clone https://github.com/your-username/tmnist-deep-learning-model.git`

2. Install the required dependencies: `pip install -r requirements.txt`

## Results

After training the model, you can evaluate its performance on the test set. The accuracy achieved by the model on the TMNIST dataset is approximately 90%.