Deep Learning Approaches to Image Segmentation

GitHub repository: https://github.com/andandandand/practical-computer-vision

0:01 Approaches to Image Segmentation
0:07 Learning goals
0:40 Semantic, Instance, and Panoptic Segmentation
2:33 Example of instance segmentation with YOLO11
3:30 Semantic segmentation with U-Net
4:54 Instance segmentation with Mask R-CNN
5:57 Mask2Former: unified approach for labeled segmentation
6:37 Promptable masks with Segment Anything (SAM)
7:42 Class-agnostic segmentation with Segment Anything (SAM)
8:43 Creating labeled masks with object detectors and SAM
9:38 Summary

Видео Deep Learning Approaches to Image Segmentation канала Antonio Rueda-Toicen