مشروع البحث:
DEVELOPMENT OF NEURAL NETWORK ALGORITHMS FOR AUTOMATION OF EARLY DIAGNOSIS OF EYES DISEASES

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المساهمين
الممولين
رقم التعريف
681
الباحث
محمود محمد صميدة
المشرفين
منشورات
وحدات تنظيمية
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وحدة تنظيمية
الوصف
In this work, we implement and build Eye Diseases Expert System based on convolutional neural network to detects and diagnoses of eye diseases. Two models have been implemented to create Expert System. The first model called GMD model based on multi-label classification and Grad-Cam techniques. The second model is GMDS model also based on multi-label classification and segmentation techniques (U-Net). In addition, we applied additional techniques to improve the accuracy, avoid overfitting, overconfidence, and speed up the training models.
الكلمات الدالة
EYES DISEASES