IEEE

Multi-Label Auroral Image Classification Based on CNN and Transformer

Abstract: Auroral image classification has long been a focus of research in auroral physics. However, current methods for automatic auroral classification typically assume that only one type of aurora ...
GitHub

New install of Ver 1.5.1 example\image_classification Not working model_quantization.py

(ryzen-image) C:\Users\kfreidank\projects\amd_demos\RyzenAI-SW\example\image_classification>python model_quantization.py --model_input models\resnet50.onnx --model ...
GitHub

AI based detection and classification of Anomalous Aortic Origin of Coronary Arteries in Coronary CT Angiography

Anomalous aortic origin of the coronary artery (AAOCA) is a rare cardiac condition that can cause ischemia or sudden cardiac death but might be overlooked or misclassified in routine coronary computed ...
Frontiers

Detection of weeds in vegetables using image classification neural networks and image processing

Weed management presents a major challenge to vegetable growth. Accurate identification of weeds is essential for automated weeding. However, the wide variety of weed types and their complex ...
IEEE

Convolutional Neural Network Image Classification Based on Different Color Spaces

Abstract: Although Convolutional Neural Networks (CNNs) have achieved remarkable success in image classification, most CNNs use image datasets in the Red-Green-Blue (RGB) color space (one of the most ...
Frontiers

Uncertainty quantification in multi-class image classification using chest X-ray images of COVID-19 and pneumonia

1 Department of Mathematical Sciences, Sol Plaatje University, Kimberley, South Africa 2 Department of Computer Science and Information Technology, Sol Plaatje University, Kimberley, South Africa Deep ...