https://github.com/zahrahmerchant/classification-using-nn
This project implements a neural network model to classify images from the Fashion MNIST dataset. The model is trained to recognize different types of clothing items.
https://github.com/zahrahmerchant/classification-using-nn
image-classification neural-network python tensorflow
Last synced: 3 months ago
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This project implements a neural network model to classify images from the Fashion MNIST dataset. The model is trained to recognize different types of clothing items.
- Host: GitHub
- URL: https://github.com/zahrahmerchant/classification-using-nn
- Owner: zahrahmerchant
- Created: 2024-12-15T17:08:36.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-12-15T17:17:13.000Z (over 1 year ago)
- Last Synced: 2025-04-03T15:12:48.945Z (over 1 year ago)
- Topics: image-classification, neural-network, python, tensorflow
- Language: Jupyter Notebook
- Homepage: https://classification-using-nn-taejux3xmjhtgoyo8syd5g.streamlit.app/
- Size: 967 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Classification Using Neural Networks
## Description
This project implements a neural network model to classify images from the Fashion MNIST dataset. The model is trained to recognize different types of clothing items.
## Installation
To set up the project, ensure you have Python installed along with the necessary libraries. You can install the required packages using pip:
```
pip install -r requirements.txt
```
## Usage
To run the Jupyter notebook, open `classification_using_nn.ipynb` in Jupyter Notebook or Jupyter Lab. Follow the instructions in the notebook to train the model and make predictions.
## License
This project is licensed under the MIT License.
## Contributing
Contributions are welcome! Please feel free to submit a pull request or open an issue for any suggestions or improvements.