Hao Xu Blog

回首向来萧瑟处, 归去, 也无风雨也无晴

U-Net

Introduction to U-Net and its implementation in PyTorch.

Posted by "Hao Xu" on Saturday, January 4, 2025

Image Segmentation Basic Methods

Image Segmentation Basic Methods: Input and Output, Model Structure, Three Upsample Methods, Transpose Convolution Principle, and Output Shape Calculation

Posted by "Hao Xu" on Saturday, January 4, 2025

Image Segmentation Basic Concepts

Basic Concepts in Image Segmentation (Semantic Segmentation, Instance Segmentation, Panoptic Segmentation) and its applications.

Posted by "Hao Xu" on Saturday, January 4, 2025