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U-Net

Neural Networks

CNN for image segmentation

What is U-Net?

U-shaped architecture with encoder-decoder and skip connections. Excels at pixel-level prediction.

Real-World Examples

  • •Medical image segmentation
  • •Satellite image analysis
  • •Object segmentation

When to Use This

Standard architecture for semantic segmentation

Related Terms

Learn more about concepts related to U-Net

Convolutional Neural Network (CNN)

Neural network specialized for processing grid-like data (images)

Image Segmentation

Classifying every pixel in an image