Perfect Storm: DSAs Embrace Deep Learning for GPU-Based Computer Vision
Marcelo Pias, Sílvia Silva da Costa Botelho, Paulo Drews · 2019
This paper explores Domain-Specific Deep Learning Architectures for GPU Computer Vision through a "brainstorming" approach on selected hands-on topics in the area. We intend to discuss Deep Neural Networks (DNNs) to image classification problems through tools, frameworks and data pipelines commonly used to train and deploy DNNs in GPUs and Domain-Specific Architectures (DSAs).