ISP4ML: Understanding the Role of Image Signal Processing in Efficient Deep Learning Vision Systems

Patrick Hansen, Alexey Vilkin, Yury Khrustalev +4

Convolutional neural networks (CNNs) are now predominant components in a variety of computer vision (CV) systems. These systems typically include an image signal processor (ISP), e…