Add complex-background matting mode to the service via background_mode
Backports master's non-flat matting (chroma.enabled: false + the hue-free cross-check gate) into server-edition, and exposes it over HTTP without surfacing the internal "chroma" wording: /remove-background gains a background_mode form field (flat, default | complex). complex maps to chroma disabled -- no colour key, segmentation alone drives the trimap and every colour-keyed stage (auto-detect, hue split, chroma suppression, despill) is bypassed. The cross-check veto still works in complex mode via its second-opinion-confidence gate (cross_check.second_lo/hi) but defaults OFF there (it costs the HR-matting forward); an explicit cross_check=on re-enables it. No new model weights: complex mode reuses the already-provisioned BiRefNet seg + ViTMatte (+ optional HR-matting cross-check). Flat mode is unchanged (bit-identical), and server-edition's own extras (cross_check.lock, foreground.use_gpu CuPy path) are preserved -- the port is surgical, not a copy of master's files. - settings: ChromaSettings.enabled, CrossCheckSettings.second_lo/hi - config: override_settings chroma passthrough - despill/foreground: model=None safe guards (foreground keeps GPU path) - alpha_post: cross_check_alpha hue-free gate when proj is None - pipeline: _process_rgb complex branch (seg-only trimap, skip colour stages) - service/app: process(chroma=), background_mode field, complex-defaults-off cross-check, X-BGFilter-Background-Mode header - cli: --chroma/--no-chroma - configs/docs: gpu.yaml + default.yaml + README/README_ZH Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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@@ -99,6 +99,9 @@ def override_settings(settings: PipelineSettings, **overrides: Any) -> PipelineS
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}
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if overrides.get("trimap_mode") is not None:
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trimap_updates["mode"] = overrides["trimap_mode"]
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chroma_updates: dict[str, Any] = {}
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if overrides.get("chroma") is not None:
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chroma_updates["enabled"] = overrides["chroma"]
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despill_updates: dict[str, Any] = {}
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if overrides.get("despill") is not None:
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despill_updates["enabled"] = overrides["despill"]
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@@ -130,7 +133,7 @@ def override_settings(settings: PipelineSettings, **overrides: Any) -> PipelineS
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else settings.screen_color
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)
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return PipelineSettings(
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chroma=chroma,
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chroma=_update_dataclass(chroma, chroma_updates),
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trimap=_update_dataclass(trimap, trimap_updates),
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alpha_post=alpha_post,
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cross_check=_update_dataclass(settings.cross_check, cross_check_updates),
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