/Deep_Learning_Project

Diabetic Retinopathy

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Deep_Learning_Project

Diabetic Retinopathy The US Center for Disease Control and Prevention estimates that 29.1 million people in the US have diabetes and the World Health Organization estimates that 347 million people have the disease worldwide. Diabetic Retinopathy (DR) is an eye disease associated with long-standing diabetes. Around 40% to 45% of Americans with diabetes have some stage of the disease. Progression to vision impairment can be slowed or averted if DR is detected in time, however this can be difficult as the disease often shows few symptoms until it is too late to provide effective treatment.

Link to Kaggle problem: https://www.kaggle.com/c/diabetic-retinopathy-detection

Link to Dataset: https://drive.google.com/drive/folders/1Ff4BIyLYuRQed3X18aYfpxn5ZZOre7Q0?usp=sharing

For simply using the data directly upload the two Folders containing the data in the same folder as the code.

The Files must be downloaded in the following manner for to used in Google Colab.

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