https://github.com/sahasourav17/diabetic-retinopathy-analysis-and-detection
https://github.com/sahasourav17/diabetic-retinopathy-analysis-and-detection
deep-learning diabetic-retinopathy-prediction image-processing opencv
Last synced: 3 months ago
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- Host: GitHub
- URL: https://github.com/sahasourav17/diabetic-retinopathy-analysis-and-detection
- Owner: sahasourav17
- License: mit
- Created: 2023-01-09T18:11:57.000Z (almost 3 years ago)
- Default Branch: main
- Last Pushed: 2023-09-16T18:03:16.000Z (about 2 years ago)
- Last Synced: 2025-02-25T07:29:27.039Z (8 months ago)
- Topics: deep-learning, diabetic-retinopathy-prediction, image-processing, opencv
- Language: Jupyter Notebook
- Homepage:
- Size: 12.1 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# APTOS: Diabetic Retinopathy Analysis & Detection
`Train your model later, first understand the data`
## [Dataset](https://www.kaggle.com/competitions/aptos2019-blindness-detection/data)
## Model Evaluation:
### Actual Class distribution:
| Class | Count |
| :---: | :---: |
| 0 | 1805 |
| 1 | 370 |
| 2 | 999 |
| 3 | 193 |
| 4 | 294 |
### ResNet152 Predictions:
| Class | Count |
| :---: | :---: |
| 0 | 1790 |
| 1 | 218 |
| 2 | 1175 |
| 3 | 401 |
| 4 | 77 |