by TI Hsieh · 2019 · Cited by 37 — image of an object will be provided as an exemplar or a prototype of some unseen class, and the ... implementation we have experimented with using ResNet-50 as the CNN backbone ... accurate object detection and semantic segmentation.. Jul 30, 2020 — Semantic segmentation treats multiple objects of the same class as a ... and strides to the output feature map of a CNN such as the ResNet.. In this tutorial we will learn how to segment images