07 July 2019: I added some new functions, such as --resume, auto-augmentation policy, acos loss, into developing thread and rewrite the save and load functions. I haven't tested the functions ...
In this tutorial, we explore advanced computer vision techniques using TorchVision’s v2 transforms, modern augmentation strategies, and powerful training enhancements. We walk through the process of ...
AI is being rapidly adopted in edge computing. As a result, it is increasingly important to deploy machine learning models on Arm edge devices. Arm-based processors are common in embedded systems ...
Abstract: Tobacco strips are the core raw material in tobacco products, and the accuracy of their classification directly impacts product quality and production efficiency. In this paper, we propose a ...
In this tutorial, we explore an innovative and practical application of IBM’s open-source ResNet-50 deep learning model, showcasing its capability to classify satellite imagery for disaster management ...
Small. With fp16 (supported by Nvidia apex), our baseline could be trained with only 2GB GPU memory. Friendly. You may use the off-the-shelf options to apply many state-of-the-art tricks in one line.
Abstract: Alzheimer’s disease (AD) is a neurodegenerative disorder that primarily affects the elderly, characterized by cognitive decline and memory loss. Magnetic resonance imaging (MRI) plays a ...
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