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The structures within the retina are similar to cortex images, kinda. Perhaps there is something from the retinopathy deep learning research that can be used herein. For example, [Deep Learning Fundus…
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[Project Report.docx.pdf](https://github.com/VipinaVV/DiabeticRetinopathy/files/13487742/Project.Report.docx.pdf)
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data: unzip files
`cat train.zip.*>train.zip
`
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## 💥 Proposal
Using Kaggle Dataset , Use dense layers will decrease the feature extraction ...which will eventually get us low accuracy to overcome that I would like to Use ResNet
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I tried to reproduce your results, but after loading the pretrained weights, I can only get the model to predict `[1,0]`. Am I doing this correctly?
```python
import tensorflow as tf
import tenso…
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diabetic retinopathy
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I am interested in the ordinal classifier, and are studying it using the retinopathy database.
I have downloaded https://www.kaggle.com/c/diabetic-retinopathy-detection/data
according to the sourc…
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I recently read your article "A Benchmark for Studying Diabetic Retinopathy: Segmentation, Grading, and Transferability" published in TMI. Regarding task 1, segmentation of multiple fundus lesions, I …