https://github.com/csinva/glaucoma-diagnosis
Code for diagnosing glaucoma from Lumos lens
https://github.com/csinva/glaucoma-diagnosis
computer glaucoma-diagnosis tensorflow vision
Last synced: about 1 month ago
JSON representation
Code for diagnosing glaucoma from Lumos lens
- Host: GitHub
- URL: https://github.com/csinva/glaucoma-diagnosis
- Owner: csinva
- Created: 2017-11-02T04:22:19.000Z (over 7 years ago)
- Default Branch: master
- Last Pushed: 2019-07-17T08:35:38.000Z (almost 6 years ago)
- Last Synced: 2025-02-26T09:45:38.035Z (about 2 months ago)
- Topics: computer, glaucoma-diagnosis, tensorflow, vision
- Language: Python
- Size: 24.4 KB
- Stars: 7
- Watchers: 7
- Forks: 3
- Open Issues: 0
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Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# glaucoma_diagnosis
Code for diagnosing glaucoma from Lumos lens
## current goals
- set up network for classification
## data
- 1070 glaucoma images
- 180 non-glaucoma images
- data sources
- hrf: https://www5.cs.fau.de/research/data/fundus-images/
- ...
## future
- larger dataset
- use actual lumos lens
- categorize different features (like cup size, etc.) and classify with those
## previous work
- review: https://dspace.lboro.ac.uk/dspace-jspui/bitstream/2134/20268/3/Muh%2BCMIG-Review2014-accepted.pdf
- previous NN paper: http://journals.lww.com/glaucomajournal/Abstract/2007/01000/Trained_Artificial_Neural_Network_for_Glaucoma.4.aspx
- poster - http://www.oic.it/~egscopenaghen2012/posters/june19/P4.58/poster.pdf
## Install
Ensure you a version of Python in the 2.7-3.6 range installed, then run:
pip install -r requirements.txt