Characterizing and Taming Resolution in Convolutional Neural Networks

Eddie Yan, Liang Luo, Luis Ceze

Image resolution has a significant effect on the accuracy and computational, storage, and bandwidth costs of computer vision model inference. These costs are exacerbated when scali…