Abstract: Deep learning has achieved great successes in conventional computer vision tasks. In this paper, we exploit deep learning techniques to address the hyperspectral image classification problem ...

Abstract: Deep learning models, especially deep convolutional neural networks (CNNs), have been intensively investigated for hyperspectral image (HSI) classification due to their powerful feature ...

Deep learning has transformed remote sensing, driving state-of-the-art results in land use and land cover classification, ...

We are providing an unedited version of this manuscript to give early access to its findings. Before final publication, the manuscript will undergo further editing. Please note there may be errors ...

Diabetic Retinopathy 224x224 2019 dataset (fundus images). The dataset is imbalanced: “Moderate” DR has the most samples, while “Mild” and “Proliferative DR” are underrepresented. We use class weights ...

To the best of our knowledge, this is the first list of deep learning papers on medical applications. There are couple of lists for deep learning papers in general, or computer vision, for example ...

MVTec Software has developed a new deep learning feature that enables flexible adaptation to changing production environments.

AI medical imaging market is projected to exceed $20B by 2035. Generative models address class imbalances in medical imaging ...

) proposed an ensemble deep learning framework optimized for medical image classification. Their model combined multiple CNN-based architectures to improve robustness and predictive performance, ...

Retinal imaging and deep learning (DL) may support scalable screening, but deployment requires evidence on pooled performance. This is important because missed neovascular disease may delay treatment, ...

WiMi Hologram Cloud Inc. (NASDAQ: WIMI) ('WIMI' or the 'Company'), a leading global Hologram Augmented Reality ('AR') Technology provider, has completed systematic benchmark testing on fully ...

We are providing an unedited version of this manuscript to give early access to its findings. Before final publication, the manuscript will undergo further editing. Please note there may be errors ...