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plan: 32-photo-trace-ai — optional AI silhouettes for photo cutouts + PoC - #4

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claude/last-visible-commit-36705c

Oct 25, 2026

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plan: 32-photo-trace-ai — optional AI silhouettes for photo cutouts + PoC#4
YokiToki merged 39 commits into
mainfrom
claude/last-visible-commit-36705c

Commits on Oct 17, 2026
- plan: 32-photo-trace-ai (optional in-browser AI silhouettes, classic stays baseline, v1.3.0)
  
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- poc: browser AI silhouettes (ORT Web) on the owner's photos, findings
  
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- poc: owner's Chrome results (RMBG-1.4 best, BiRefNet fails, WebGPU no gain)
  
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- poc: more permissive candidates (BiRefNet-lite 512, ormbg, MVANet, BEN2)
  
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- poc: drop BiRefNet-lite 1024, add ISNet variants, IS-Net, U2Net, InSPyReNet
  
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- plan: 32-photo-trace-ai model manager window, licence classes, PoC outcome
  
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- poc: round 2 results, drop MVANet/BEN2; plan: per-model backends
  
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Commits on Oct 18, 2026
- Merge remote-tracking branch 'origin/main' into claude/last-visible-commit-36705c
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- poc: BiRefNet-lite 512 results (good on WASM ~9 s, empty on WebGPU); plan updated
  
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- poc: live threshold/smoothing of the soft mask, alpha view; plan: mask tuning requirement
  
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- plan: 32-photo-trace-ai permissive licences only (RMBG-1.4 stays a PoC reference); mask tuning makes them sufficient
  
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- plan: 32-photo-trace-ai registry task without licence classes
  
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- plan: 32-photo-trace-ai user-facing mask controls with per-model defaults
  
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- plan: 33-keychain-ai-silhouette (AI silhouette source for Keychain Image, v1.4.0); poc: whole-image mode
  
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- plan: 34-keychain-photo-relief (depth relief from a photo, v1.5.0); poc: depth models and cat sample
  
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Commits on Oct 21, 2026
- plan: 34-keychain-photo-relief as a mix of contour, depth and detail with crop and whole-frame plaque; poc: shape combiner, experiment images
  
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- poc: Keychain pipeline page (stages: crop, silhouette model, depth model, detail, mix, 3D relief); cutout PoC moved to cutout.html
  
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- poc: log under the 3D view, layer checkboxes (mask, contour, depth, detail), backends per model from measurements
  
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- poc: soften relief (per-layer smoothing, depth gamma, slope limit, final smoothing, bilinear nodes)
  
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- poc: checkerboard under the silhouette in previews, face/whole-animal presets, working raster size
  
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- poc: smooth outline in 3D (subpixel edge from soft mask), higher default resolution
  
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- poc: line-art samples, open large areas, guided depth, denoise before contrast, solo layer view, whole-animal preset with less detail
  
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- poc: exact outline by marching-squares clipping; plan 34: smooth outline requirement and task
  
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- poc: outline smoothing in mm (default 0.25 like cutouts); plan 34: reuse the cutout outline smoothing
  
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- poc: engrave detail mode, vector outline with corner preservation, drawing preset auto-applied; plan 34 updated
  
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- poc: drawing preset engraves inner strokes, whole-animal preset with soft engrave threshold, auto-preset checkbox
  
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- poc: cutout PoC as a pipeline with 3D pockets (stages, engines, vector outline, bin fit, compare)
  
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Commits on Oct 22, 2026
- poc: smooth AI outline (bicubic upsampling, per-object second pass, roughness metric); plan 32: smooth outline requirement and task
  
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- poc: cutout 3D pockets from the exact polygon (smooth wall normals), no grid ribbing
  
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- poc: Bezier-fitted pockets for both engines; plan: 35-smooth-outline (shared outline stage, v1.6.0)
  
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- poc: Bezier-fitted outline in keychain (analytic wall normals), defaults tolerance 0.25 / step 1 mm; plan 35 updated
  
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- plan: model manager as a modal from the Header (sections by kind), no silent download, disabled run without a model, AI activity line and full log (32, 33, 34)
  
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- plan: 31a-status-log (shared activity log in the status bar); 32-34 report AI events to it, model manager links to the log; versions shifted (32 1.4.0 … 35 1.7.0)
  
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- plan: 36-site-refresh (card texts and tags, README, Keychain ring card art, Rack cards at 1 U, margin check; v1.7.1)
  
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- plan: 37-resource-monitor (honest CPU/GPU/memory figures for rebuild and AI runs, diagnostics mode, no FPS; v1.8.0)
  
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Commits on Oct 25, 2026
- plan: 38-webmcp (tools for browser agents: validated parameter changes, model summary, consent-based export, log and undo; v1.9.0)
  
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- plan: 38-webmcp creation date
  
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- plan: 33/34/35 fill gaps (auto-open large areas, guided depth snapping, slope limit and final smoothing, subject presets incl. Drawing/logo, Advanced outline group); 35 now depends on 34
  
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- plan: 36-site-refresh adds product hues for card art and logo (Gridfinity blue, Keychain green, Rack yellow; interface colours unchanged)
  
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Commits

Commits on Oct 17, 2026

Commits on Oct 18, 2026

Commits on Oct 21, 2026

Commits on Oct 22, 2026

Commits on Oct 25, 2026