Скачать или смотреть Retinal Disease Detection using Machine Learning | Image Processing Projects

Retinal Disease Detection using Machine Learning | Image Processing Projects

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Описание к видео Retinal Disease Detection using Machine Learning | Image Processing Projects

Retinal Diseases such as diabetic retinopathy, glaucoma, and age-related macular degeneration are leading causes of blindness worldwide. Early detection and treatment of these diseases are crucial for preventing vision loss. This project aims to develop an automated retinal disease detection system using machine learning algorithms to analyze fundus images of the retina. The system is built using Python and the Tkinter module for the graphical user interface. A deep residual neural network (ResNet) is trained on a dataset of retinal fundus images to classify images as healthy or diseased.

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Software Requirements :-
• Coding Language : Python
• Implementation: Software Framework.
• Operating system : Windows 10 / 11.
• Graphical User Interface : Tkinter

Hardware Requirement :-
• Input Devices : Keyboard, Mouse.
• System : Pentium i3 Processor.
• Hard Disk : 500 GB.
• Ram : 4 GB.

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