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Multi Lesion Detection in Diabetic Retinopathy
I'm seeking a professional who can develop an automated system for multi-lesion detection and severity classification of Diabetic Retinopathy using Faster Rcnn or any other effective model. The project will specifically involve: - Classifying various stages of Diabetic Retinopathy: NO DR, MILD DR, MODERATE DR, SEVERE DR, PROLIFERATIVE - Analyzing input data that will be primarily in the form of JPEG/PNG images Ideal candidates for this project should have extensive experience in image processing, machine learning, and specifically working with models like Faster Rcnn. Proficiency in Python and relevant libraries such as TensorFlow or PyTorch is essential. Knowledge in ophthalmology or healthcare-related projects will be an added advantage. Please provide examples of similar proj...