Michele LaurelliBlog

U-Net

/juː nɛt/

A CNN architecture designed for biomedical image segmentation, featuring an encoder-decoder structure with skip connections.

In italiano: U-Net

U-Net has a U-shaped architecture with contracting path (encoder) and expansive path (decoder). Skip connections preserve spatial information, making it excellent for segmentation tasks.

Examples

  • Medical image segmentation
  • Cell detection
  • Satellite image analysis