U-Net: CNNs for Biomedical Image Segmentation

[rajnek]

Register: Meeting Registration - Zoom
U-Net Paper: [1505.04597] CNNs for Biomedical Image Segmentation
Blog post: U-Net: Semantic segmentation with PyTorch
Livestream on YouTube here: W&B Paper Reading Group: U-Net - YouTube

[bhutanisanyam1]

Resources used:

• Official U-Net Implementation
• Official Paper Link
• A PyTorch U-Net implementation in 60 lines of code
• Understanding Semantic Segmentation with UNET
• Up-sampling with Transposed Convolution

[bhutanisanyam1]

When do we use Segmentation?

[yash]

are this convolution layers are specified or how do we know which convo… layer is applied

[sahiljuneja]

The excel file Sanyam’s using in the stream is available here (I think) - fast.ai files (conv-example.xlsx)

[yash]

detectron
by the facebook

[ramesh]

Any suggested HW / Kaggle Competitions?

[govindjeevan]

Did they have to use the high momentum because of the small batch size?