Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
https://github.com/akshitadixit/retinopathy
This is a Categorical Detection and Prediction Task based on subset of a Kaggle dataset from Eye Images (Aravind Eye hospital) - APTOS 2019 Challenge. The goal is to predict the Blindness Stage (0-4) class from the Eye retina Image using Deep Learning Models (transfer learning via resnet50). This Automated System would speed up Blindness detection on Patients. Work in progress.
https://github.com/akshitadixit/retinopathy
deep-learning diabetic-retinopathy diabetic-retinopathy-detection dr resnet resnet-50 retina-images retinopathy
Last synced: 1 day ago
JSON representation
This is a Categorical Detection and Prediction Task based on subset of a Kaggle dataset from Eye Images (Aravind Eye hospital) - APTOS 2019 Challenge. The goal is to predict the Blindness Stage (0-4) class from the Eye retina Image using Deep Learning Models (transfer learning via resnet50). This Automated System would speed up Blindness detection on Patients. Work in progress.
- Host: GitHub
- URL: https://github.com/akshitadixit/retinopathy
- Owner: akshitadixit
- Created: 2021-03-12T03:59:49.000Z (almost 4 years ago)
- Default Branch: main
- Last Pushed: 2021-06-04T06:56:15.000Z (over 3 years ago)
- Last Synced: 2023-03-10T05:37:20.063Z (almost 2 years ago)
- Topics: deep-learning, diabetic-retinopathy, diabetic-retinopathy-detection, dr, resnet, resnet-50, retina-images, retinopathy
- Language: Jupyter Notebook
- Homepage: https://www.kaggle.com/c/aptos2019-blindness-detection/
- Size: 7.04 MB
- Stars: 5
- Watchers: 1
- Forks: 0
- Open Issues: 0