https://github.com/nur-alam39/diabetic-retinopathy-detection

Undergraduate thesis: Identifying the level of diabetic retinopathy using multiple deep convolution neural networks through multiple image processing techniques and inceptionV3 architecture.
https://github.com/nur-alam39/diabetic-retinopathy-detection

image-classification image-processing inception-v3 opencv python tensorflow

Last synced: 15 days ago
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Undergraduate thesis: Identifying the level of diabetic retinopathy using multiple deep convolution neural networks through multiple image processing techniques and inceptionV3 architecture.

• Host: GitHub
• URL: https://github.com/nur-alam39/diabetic-retinopathy-detection
• Owner: Nur-Alam39
• Created: 2018-05-09T05:29:33.000Z (almost 7 years ago)
• Default Branch: master
• Last Pushed: 2019-08-27T20:22:15.000Z (over 5 years ago)
• Last Synced: 2024-12-01T04:14:44.224Z (2 months ago)
• Topics: image-classification, image-processing, inception-v3, opencv, python, tensorflow
• Language: Jupyter Notebook
• Homepage:
• Size: 262 KB
• Stars: 3
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Undergraduate Thesis

**Title:** Identifying the level of diabetic retinopathy using multiple deep convolution neural networks through multiple image processing techniques and inceptionV3 architecture.

>Granted BDT.75K for R&D project from the [Ministry of Science and Technology, 2019](https://most.gov.bd/ "https://most.gov.bd").

`Deep learning` `TensorFlow` `Medical Image Processing and Classification` `CNN`  `Transfer Learning` `Kaggle dataset`

## Dataset

Dataset has taken from  **Diabetic Retinopathy Detection** contest.

**Link:** [https://www.kaggle.com/c/diabetic-retinopathy-detection/data](https://www.kaggle.com/c/diabetic-retinopathy-detection/data)