BIOENGINEER

Deep Learning Model Reads Concrete Bridge Photos and Flags Multiple Defects at Once

A fine-tuned VGG16 network achieved 84.0 percent subset accuracy and an 85.2 percent micro-averaged F1-score on a held-out ...
BIOENGINEER

Deep Learning Framework Classifies and Counts Mineral Grains Without Segmentation Labels

A new deep learning framework segments, classifies and counts microscopic mineral grains with 97.57% accuracy without ...

What is "Transfer Learning" that achieves high accuracy with little data?

In deep learning, a vast amount of training data is usually required. However, in practice, we often hit a wall where we ...
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Deep learning in the diagnosis and prognosis of oral potentially malignant disorders

Oral potentially malignant disorders (OPMDs), characterized by a wide variety of types and diverse clinical manifestations, have always been difficult to diagnose and differentiate. All of them carry ...