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Model: briaai/RMBG-2.0

Earlier snapshot Snapshot #1432 Repository revision 5df4c9c (opens in a new tab) Recorded at 04 Sep 2026, 13:23 UTC Unchanged through 21 Oct 2026, 05:00 UTC
Later snapshot Snapshot #6412 Repository revision 2fd7b4b (opens in a new tab) Recorded at 23 Oct 2026, 00:54 UTC Unchanged through 03 Nov 2026, 06:02 UTC

Summary

Licence

Unchanged

No change

Other Other

PinDiff reports the declared licence and licence files. It does not interpret licence terms.

Evidence · Observed by PinDiff

Earlier
Snapshot #1432 · revision 5df4c9c · Recorded at 04 Sep 2026, 13:23 UTC
Later
Snapshot #6412 · revision 2fd7b4b · Recorded at 23 Oct 2026, 00:54 UTC
Source
Licence tag declared in the model card metadata, observed via the Hugging Face API; licence file hashes from the repository file manifest.

Weights

Unchanged

No change

Evidence · Observed by PinDiff

Earlier
Snapshot #1432 · revision 5df4c9c · Recorded at 04 Sep 2026, 13:23 UTC
Later
Snapshot #6412 · revision 2fd7b4b · Recorded at 23 Oct 2026, 00:54 UTC
Source
Weight file hashes and sizes from the repository file manifest (Git LFS SHA256 where available). Weight files are not downloaded.

Remote code / configuration

Unchanged

No change

Remote code Not stored Not stored

config.json Unchanged

Evidence · Observed by PinDiff

Earlier
Snapshot #1432 · revision 5df4c9c · Recorded at 04 Sep 2026, 13:23 UTC
Later
Snapshot #6412 · revision 2fd7b4b · Recorded at 23 Oct 2026, 00:54 UTC
Source
Stored config.json and generation_config.json at each revision (trust_remote_code / auto_map), and Python file hashes from the repository file manifest.

Access / gating

Unchanged

No change

Gated Gated

Evidence · Observed by PinDiff

Earlier
Snapshot #1432 · revision 5df4c9c · Recorded at 04 Sep 2026, 13:23 UTC
Later
Snapshot #6412 · revision 2fd7b4b · Recorded at 23 Oct 2026, 00:54 UTC
Source
Gated and private flags observed via the Hugging Face API.

Model card

Changed

Model card modified (1 section)

Model Details Changed Material section +1 −1

Diff

⋯ 1 unchanged line
  - **Model type:** Background Removal
  - **License:** [Creative Commons Attribution–Non-Commercial (CC BY-NC 4.0)](https://creativecommons.org/licenses/by-nc/4.0/deed.en)
  - The model is released under a CC BY-NC 4.0 license for non-commercial use.
Removed: - - Commercial use is subject to a commercial agreement with BRIA. Available [here](https://share-eu1.hsforms.com/2sj9FVZTGSFmFRibDLhr_ZAf4e04)
Added: + - Commercial use is subject to a commercial agreement with BRIA. Available [here](https://platform.bria.ai/licensing/pricing?model=rmbg-2.0)
 
  **API Endpoint**: [Sandbox](https://catalog.bria.ai/image-editing/remove-background/sandbox)
  - **ComfyUI**: [Use it in workflows](https://github.com/Bria-AI/ComfyUI-BRIA-API)

Before

- **Developed by:** [BRIA AI](https://bria.ai/)
- **Model type:** Background Removal 
- **License:** [Creative Commons Attribution–Non-Commercial (CC BY-NC 4.0)](https://creativecommons.org/licenses/by-nc/4.0/deed.en)
  - The model is released under a CC BY-NC 4.0 license for non-commercial use.
  - Commercial use is subject to a commercial agreement with BRIA. Available [here](https://share-eu1.hsforms.com/2sj9FVZTGSFmFRibDLhr_ZAf4e04)

 **API Endpoint**: [Sandbox](https://catalog.bria.ai/image-editing/remove-background/sandbox)
- **ComfyUI**: [Use it in workflows](https://github.com/Bria-AI/ComfyUI-BRIA-API)
- **GitHub**: [github.com/Bria-AI/RMBG-2.0](https://github.com/Bria-AI/RMBG-2.0)

 **Purchase:** To purchase a Self-Hosted (HF Weights) commercial license [Click Here](https://share-eu1.hsforms.com/2sj9FVZTGSFmFRibDLhr_ZAf4e04).

For more information, please visit our [website](https://catalog.bria.ai/image-editing/remove-background/sandbox).

Join our [Discord community](https://discord.gg/Nxe9YW9zHS) for more information, tutorials, tools, and to connect with other users!

[CLICK HERE FOR A DEMO](https://huggingface.co/spaces/briaai/BRIA-RMBG-2.0)

[fal.ai](https://fal.ai/models/fal-ai/bria/background/remove), [Replicate](https://replicate.com/bria/remove-background)

![examples](t4.png)

- **Model Description:** BRIA RMBG-2.0 is a dichotomous image segmentation model trained exclusively on a professional-grade dataset. The model output includes a single-channel 8-bit grayscale alpha matte, where each pixel value indicates the opacity level of the corresponding pixel in the original image. This non-binary output approach offers developers the flexibility to define custom thresholds for foreground-background separation, catering to varied use cases requirements and enhancing integration into complex pipelines.
- **BRIA:** Resources for more information: [BRIA AI](https://bria.ai/)

After

- **Developed by:** [BRIA AI](https://bria.ai/)
- **Model type:** Background Removal 
- **License:** [Creative Commons Attribution–Non-Commercial (CC BY-NC 4.0)](https://creativecommons.org/licenses/by-nc/4.0/deed.en)
  - The model is released under a CC BY-NC 4.0 license for non-commercial use.
  - Commercial use is subject to a commercial agreement with BRIA. Available [here](https://platform.bria.ai/licensing/pricing?model=rmbg-2.0)

 **API Endpoint**: [Sandbox](https://catalog.bria.ai/image-editing/remove-background/sandbox)
- **ComfyUI**: [Use it in workflows](https://github.com/Bria-AI/ComfyUI-BRIA-API)
- **GitHub**: [github.com/Bria-AI/RMBG-2.0](https://github.com/Bria-AI/RMBG-2.0)

 **Purchase:** To purchase a Self-Hosted (HF Weights) commercial license [Click Here](https://share-eu1.hsforms.com/2sj9FVZTGSFmFRibDLhr_ZAf4e04).

For more information, please visit our [website](https://catalog.bria.ai/image-editing/remove-background/sandbox).

Join our [Discord community](https://discord.gg/Nxe9YW9zHS) for more information, tutorials, tools, and to connect with other users!

[CLICK HERE FOR A DEMO](https://huggingface.co/spaces/briaai/BRIA-RMBG-2.0)

[fal.ai](https://fal.ai/models/fal-ai/bria/background/remove), [Replicate](https://replicate.com/bria/remove-background)

![examples](t4.png)

- **Model Description:** BRIA RMBG-2.0 is a dichotomous image segmentation model trained exclusively on a professional-grade dataset. The model output includes a single-channel 8-bit grayscale alpha matte, where each pixel value indicates the opacity level of the corresponding pixel in the original image. This non-binary output approach offers developers the flexibility to define custom thresholds for foreground-background separation, catering to varied use cases requirements and enhancing integration into complex pipelines.
- **BRIA:** Resources for more information: [BRIA AI](https://bria.ai/)

10 other sections unchanged.

Evidence · Observed by PinDiff

Earlier
Snapshot #1432 · revision 5df4c9c · Recorded at 04 Sep 2026, 13:23 UTC
Later
Snapshot #6412 · revision 2fd7b4b · Recorded at 23 Oct 2026, 00:54 UTC
Source
README.md at each revision, stored by PinDiff. Sections are compared individually.
Stored file SHA256
764d961aebbef88f656cfbf7a2665c2c7cd514fd159f1666d5c184b56b0993ca → d65283719cdae227b73467b1ddaae92b471c4737ab8c7822ea56677482258ba3

Repository status

Changed

Repository revision moved

Earlier
Revision 5df4c9c (opens in a new tab) · 19 files · 5.37 GB
Later
Revision 2fd7b4b (opens in a new tab) · 19 files · 5.37 GB

A new revision does not by itself mean files changed; the categories above show what differs.

Evidence · Observed by PinDiff

Earlier
Snapshot #1432 · revision 5df4c9c · Recorded at 04 Sep 2026, 13:23 UTC
Later
Snapshot #6412 · revision 2fd7b4b · Recorded at 23 Oct 2026, 00:54 UTC
Source
Default-branch head commit observed via the Hugging Face API.

Files

Unchanged

No change

Evidence · Observed by PinDiff

Earlier
Snapshot #1432 · revision 5df4c9c · Recorded at 04 Sep 2026, 13:23 UTC
Later
Snapshot #6412 · revision 2fd7b4b · Recorded at 23 Oct 2026, 00:54 UTC
Source
File hashes and sizes from the repository file manifest. Weights, licence, configuration, Python and model card files are covered above.

Evidence observed by PinDiff from the Hugging Face API and stored when recorded. PinDiff compares stored metadata, hashes and text files; it does not download weight files. Change events recorded between these snapshots