605b1ae347
Framework:
- server/settings.py: key/value settings + secrets, env-injected into operator
subprocesses, secret values masked in API and redacted from job logs
- runner: gpu/cpu/net concurrency lanes, job cancel/retry/delete, multi-input,
graceful 'not installed' error when a tool venv is missing
- db: settings table, asset_ids column (migrated), MODELBEAST_DATA test override
- main: settings + job-action endpoints, inbox watch folder auto-ingest
- store: operators can tag output asset kind (splat, colmap_dataset)
Operators (11 total):
- fal_trellis/trellis2/hunyuan3d/rodin via shared _lib/fal_common.py (verified
params + endpoint ids; recursive result-URL extractor handles per-endpoint keys)
- sf3d, trellis_mac: local MPS image-to-3D, installed with Metal kernels built,
gated on owner HuggingFace auth
- colmap_poses (COLMAP 4.x + GLOMAP global mapper), brush_train (native Metal 3DGS)
- Scan pipeline validated end-to-end through the UI: frames -> colmap (48/48
registered, 0.6px) -> brush -> splat.ply -> in-app SplatViewer
Frontend:
- Settings modal, operator gating (lock + disabled run when requires_env unmet),
job cancel/retry/delete, Compare grid (multi-select side-by-side viewers),
SplatViewer (gaussian-splats-3d, Ply format forced for extensionless URLs)
Tooling: scripts/install_{colmap,brush,sf3d,trellis_mac}.sh; vendor/ + venvs/
gitignored; tests/smoke.sh (12 checks passing); BENCHMARKS.md
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
21 lines
1.1 KiB
JSON
21 lines
1.1 KiB
JSON
{
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"id": "brush_train",
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"name": "Brush 3DGS Train",
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"category": "scan",
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"description": "COLMAP dataset → 3D Gaussian Splat (.ply) via Brush, native Apple Silicon Metal trainer. Output opens in the splat viewer.",
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"accepts": ["colmap_dataset"],
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"produces": ["splat"],
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"resources": "gpu",
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"entry": "run.py",
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"params_schema": {
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"type": "object",
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"properties": {
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"total_steps": {"type": "integer", "default": 30000, "minimum": 500, "maximum": 100000, "description": "Training steps (30000 = full quality; lower = faster preview)"},
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"max_splats": {"type": "integer", "default": 10000000, "minimum": 100000, "maximum": 30000000, "description": "Upper bound on splat count"},
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"sh_degree": {"type": "integer", "enum": [0, 1, 2, 3], "default": 3, "description": "Spherical-harmonics degree (view-dependent color detail)"},
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"max_resolution": {"type": "integer", "default": 1920, "minimum": 512, "maximum": 4096, "description": "Max image resolution loaded"},
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"seed": {"type": "integer", "default": 42, "description": "Random seed"}
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}
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}
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}
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