U²-Net#

Classic salient-object / background-removal network. Default model in many rembg setups.

Compare to withoutBG Open on the side-by-side page. Product hub: /open-model.

Family
U²-Net
License
Apache-2.0 · commercially usable
Deploy
ONNX · rembg `u2net`
Input / size
320×320 · ~176 MB ONNX (rembg release)

Quick take

  • Best for: General rembg default workloads and baselines
  • Avoid when: You need finer hair or modern BiRefNet-class edges
  • Notes: Available as rembg session `u2net`.

Evidence

Visual comparison on Bench v0 (same images for every model), with MAE / MGE / connectivity when ground truth is available.