https://github.com/thealoneprogrammer/diabetic-retinopathy

A Django application developped for classification of a diabetes complication that affects eyes
https://github.com/thealoneprogrammer/diabetic-retinopathy

8th-semester classification diabetic-retinopathy diabetic-retinopathy-detection diabetic-retinopathy-prediction django final-year-project final-year-project-using-ml iris keras machine-learning machinelearning major-project python python3 retina retinal-images retinopathy tensorflow vtu

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A Django application developped for classification of a diabetes complication that affects eyes

• Host: GitHub
• URL: https://github.com/thealoneprogrammer/diabetic-retinopathy
• Owner: thealoneprogrammer
• Created: 2020-06-17T00:52:27.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2024-10-20T15:05:30.000Z (18 days ago)
• Last Synced: 2024-10-20T16:30:51.578Z (18 days ago)
• Topics: 8th-semester, classification, diabetic-retinopathy, diabetic-retinopathy-detection, diabetic-retinopathy-prediction, django, final-year-project, final-year-project-using-ml, iris, keras, machine-learning, machinelearning, major-project, python, python3, retina, retinal-images, retinopathy, tensorflow, vtu
• Language: Python
• Homepage:
• Size: 2.06 MB
• Stars: 85
• Watchers: 3
• Forks: 21
• Open Issues: 3
• Metadata Files:
  • Readme: README.md

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README

        
## [Download project report and dataset here](https://bit.ly/3WyeTxb)

Instructions to be followed

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Install the below required packages:

django - (pip install django)

tensorflow - (pip install tensorflow)

pillow - (pip install pillow || pip install PIL)

numpy (pip install numpy)

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Configuration to be made:

Inside diabetic_retinopathy -> settings.py at last you have to put your local path to output directory currently it is my local path 

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Note: 

Currently the models have been trained using tesnsorflow keras you can find the models inside diab_retina_app -> model folder

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To execute the project run the below command:

python manage.py runserver

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Input:

choose the test image from the test directory given inside the project ie; diab_retina_app->test

Training images are not included in the folder since it's a large collection 

The same images you have sent have been used for training

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You are free to edit the front-end/processing logic as per your need

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## [Download project report and dataset here](https://bit.ly/3WyeTxb)