Browsing by Subject "CONVOLUTIONAL NEURAL NETWORKS"

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Autonomous retinal image analysis and content-based retrieval system for diagnosing diabetic retinopathy using deep convolutional feature extraction

Wijesinghe WOKIS [Thesis-Full-text]

The automatic classification and content-based image retrieval (CBIR) for a given retinal image of diabetic retinopathy (DR) are very essential since this is the leading source of permanent loss of vision in the working-age ...
Fine-grained diabetic wound image analysis and automated classification system using deep learning

Gamage HVLC [Thesis-Abstract]

Diabetic ulcers are a major life-threatening complication among diabetic patients. The existing ulcer diagnosing practices depend on the visual examination of consultants. However, the precise manual diagnosing process is ...
Handwritten sinhala character recognition using deep learning

Karunarathne ML [Thesis-Abstract]

Sinhala language is the national language in Sri Lanka. Sinhala alphabet includes 60 characters and is slightly complex compared to other languages like English. Around 25-30 researches have been done since 1990 regarding ...

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