https://github.com/luluw8071/ocular-eye-disease-classification

Deep learning project for ocular eye disease classification
https://github.com/luluw8071/ocular-eye-disease-classification

cataract-detection cnn-classification eye-diseases-classification glaucoma-detection image-classification pytorch streamlit tinyvgg

Last synced: about 1 month ago
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Deep learning project for ocular eye disease classification

• Host: GitHub
• URL: https://github.com/luluw8071/ocular-eye-disease-classification
• Owner: LuluW8071
• Created: 2024-02-08T17:04:54.000Z (11 months ago)
• Default Branch: main
• Last Pushed: 2024-02-29T14:10:35.000Z (10 months ago)
• Last Synced: 2024-02-29T15:31:46.460Z (10 months ago)
• Topics: cataract-detection, cnn-classification, eye-diseases-classification, glaucoma-detection, image-classification, pytorch, streamlit, tinyvgg
• Language: Jupyter Notebook
• Homepage: https://ocular-eye-detection.streamlit.app/
• Size: 23 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Ocular-Eye-Disease-Classification 

#### Cataract-Normal Eye Classification

[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/LuluW8071/Ocular-Eye-Disease-Classification/blob/main/Eye%20Disease%20Detection.ipynb)

#### Multiple Ocular Eye Disease Classification

[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/LuluW8071/Ocular-Eye-Disease-Classification/blob/main/Multiple_Eye_Disease_Detection.ipynb)

## Usage

To run the demo:

- **Install Dependencies**:

    ```bash

    pip install -r requirements.txt

    ```

- **Run `main.py` for Demo**:

    ```bash

    streamlit run .\demo\main.py

    ```




The pre-trained models are available on `models/` directory.


Just simply load `models/MultipleEyeDiseaseDetectModel.pth` in colab or local device

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Feel free to send issues if you face any problem. 

 Don't forget to star the repo :)