Skip to content

Deep Learning Project on Diabetic Retinopathy Detection - TUM Team ID 47

License

Notifications You must be signed in to change notification settings

saurabheights/DiabeticRetinopathyDetection

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

75 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

DL4CV-TUM

A common repository for TUM Team ID - 47 - For comparison of Transfer Learning and Learning from scratch.

Kaggle Contest

https://www.kaggle.com/c/diabetic-retinopathy-detection

Various Training Data

https://docs.google.com/spreadsheets/d/1b3mdgSsHYE9qkPnDfKy6G-DpFOgDlyPRgZsmIW34bFE

Setup and Training model

  1. Please follow the setup.sh file to install all the utilities to run this package. Run each command individually though.
  2. Download all the dataset.
  3. Preprocess the dataset for faster training using src/preprocess.py file.
  4. Create a copy of configureation.py.example to configuration.py and play with params.
  5. Run src/train_model.py to train your model.

Have fun.

About

Deep Learning Project on Diabetic Retinopathy Detection - TUM Team ID 47

Topics

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Contributors 4

  •  
  •  
  •  
  •