---
license: other
library_name: onnxruntime
tags:
  - onnx
  - webgpu
  - image-segmentation
  - depth-estimation
---

# Soft2D browser ONNX models

Full-precision WebGPU ONNX exports used by the browser-only build of
[Soft2D](https://github.com/nagolinc/soft2d).

## Files

- `rmbg-2.0-webgpu-fp32.onnx` is an ONNX export of
  [BRIA RMBG-2.0](https://huggingface.co/briaai/RMBG-2.0). Its deformable
  convolutions were decomposed into WebGPU-supported ONNX operations without
  changing the learned weights.
- `moge-2-vitl-normal-fp32.onnx` is an ONNX export of
  [MoGe-2 ViT-L normal](https://huggingface.co/Ruicheng/moge-2-vitl-normal).

## Licenses

The files retain their upstream model licenses. RMBG-2.0 is licensed under
[CC BY-NC 4.0](https://huggingface.co/briaai/RMBG-2.0/blob/main/LICENSE), so
commercial use requires a separate agreement with BRIA. MoGe-2 is MIT
licensed. This repository does not relicense either model.

These exports are provided as-is for browser inference. See each upstream
model card for intended use, limitations, and attribution requirements.