U²-NetP#

Lightweight U²-Net variant for faster CPU inference.

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 `u2netp`
Input / size
320×320 · ~4.7 MB ONNX

Quick take

  • Best for: CPU / edge / batch speed when quality can be slightly lower
  • Avoid when: Fine hair, thin structures, or catalog-critical edges
  • Notes: Available as rembg session `u2netp`.

Evidence

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