1 of 12

Soo Kyung Kim

Department of AI

U-Net:�Segmentation

2 of 12

  • 5/17: 11 - 12:00

Project Presentation

3 of 12

Computer Vision Task

4 of 12

Autoencoder

5 of 12

ResNet: Main Idea

6 of 12

Unet-Main Idea

7 of 12

Unet: Encoder

8 of 12

Unet: Decoder

9 of 12

Unet: Skip connections

10 of 12

Unet: Applications

11 of 12

Code

12 of 12

github

Code:��https://github.com/fastscience-ai/DL_Lab_TF_2023/blob/main/unet_segmentation.ipynb

​

​

Dataset:��https://library.ucsd.edu/dc/object/bb94252168