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docs: document Appwrite's FocalNet backend - #19

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TorstenDittmann merged 7 commits into
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torsten/focalnet-docs-3ae9
Sep 18, 2026
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TorstenDittmann merged 7 commits into
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torsten/focalnet-docs-3ae9

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@TorstenDittmann TorstenDittmann commented Sep 18, 2026 •

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PR #17 merged FocalNet as a selectable Autogravity backend. This updates the README and docs site so FocalNet is documented as Appwrite's own model, while YuNet + U²-Net stay the default.

Changes

  • README covers MODEL_BACKEND=focalnet, how to download the public weights, and the crop response.
  • Docs site adds a short FocalNet section with install commands and the ranked-crop /analyze example.
  • models/README.md notes that the FocalNet release is public.

Default runtime behavior is unchanged.

Open in Web Open in Cursor 

Present FocalNet as Autogravity's own compact crop-ranking model, keep
YuNet + U²-Net as the default, and bring the docs site in line with the
merged human-ranking path, public weights, and crop response.

Co-authored-by: Torsten Dittmann <TorstenDittmann@users.noreply.github.com>
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appwrite Bot commented Sep 18, 2026 •

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Autogravity

Project ID: 6a9e5d640016fa6fb653

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cursoragent and others added 2 commits September 18, 2026 07:18
Break the Docker run example and give the ranked-crop request a full-width
panel so the commands are readable without horizontal scrolling.

Co-authored-by: Torsten Dittmann <TorstenDittmann@users.noreply.github.com>
FACE_MODEL_PATH overflowed into the purpose column. Allow monospace
cells to break so the configuration table stays readable.

Co-authored-by: Torsten Dittmann <TorstenDittmann@users.noreply.github.com>
Comment thread docs/src/lib/site.ts Outdated
Restore the original site description, drop model-internals and metrics
from the README and docs site, and keep the new section focused on how
to switch backends.

Co-authored-by: Torsten Dittmann <TorstenDittmann@users.noreply.github.com>
@TorstenDittmann
TorstenDittmann marked this pull request as ready for review September 18, 2026 07:44
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greptile-apps Bot commented Sep 18, 2026 •

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RetriggerConfidence Score: 5/5

The PR appears safe to merge with no outstanding correctness, security, or repository-rule issues.

Summary

This documentation-only PR explains how to install and select Appwrite’s FocalNet backend while preserving YuNet and U²-Net as the default.

  • Documents FocalNet weights, configuration, startup behavior, and crop responses.
  • Adds FocalNet guidance and navigation to the documentation site.
  • Clarifies supported image formats and U²-Net precision configuration.
  • Updates contributor and model documentation for the public FocalNet release.

Reviews (4) · Last reviewed commit: "docs: note that aspect_ratio must be a p..."

Comment thread docs/src/routes/index.tsx Outdated
Comment thread docs/src/routes/index.tsx Outdated
The sample request asks for a widescreen crop, so the response should
not be square. Also clarify that gravity is the selected crop's center.

Co-authored-by: Torsten Dittmann <TorstenDittmann@users.noreply.github.com>
Comment thread README.md Outdated
cursoragent and others added 2 commits September 18, 2026 07:52
Keep the section to the lead and run commands.

Co-authored-by: Torsten Dittmann <TorstenDittmann@users.noreply.github.com>
Zero and negative values are rejected by the API.

Co-authored-by: Torsten Dittmann <TorstenDittmann@users.noreply.github.com>
@TorstenDittmann
TorstenDittmann merged commit fd063cd into main Sep 18, 2026
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@TorstenDittmann
TorstenDittmann deleted the torsten/focalnet-docs-3ae9 branch September 18, 2026 08:14
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2 participants