update

client/gui/main_window/MainWindow.cpp

@@ -114,14 +114,6 @@ constexpr int kProjectTreeDockStartupHeight = 170;
 constexpr int kPropertiesDockStartupHeight = 380;
 constexpr char kMimeHotspotAnimationJson[] = "application/x-hfut-hotspot-animation+json";
 
-void applyVisibleBlackholesToBackground(QImage& bgPremul, const QVector<core::Project::Entity>& entities) {
-    for (const auto& ex : entities) {
-        if (ex.blackholeVisible && ex.cutoutPolygonWorld.size() >= 3) {
-            entity_cutout::applyBlackFillToBackground(bgPremul, ex.cutoutPolygonWorld);
-        }
-    }
-}
-
 [[nodiscard]] QVector<QVector<QPointF>> visibleBlackholePolygonsFromEntities(
     const QVector<core::Project::Entity>& entities) {
     QVector<QVector<QPointF>> holes;
@@ -3883,65 +3875,7 @@ void MainWindow::rebuildCentralPages() {
                         return;
                     }
 
-                    core::Project::Entity ent;
-                    ent.id.clear();
-                    ent.cutoutPolygonWorld = polyWorld;
-                    ent.originWorld = entity_cutout::polygonCentroid(ent.cutoutPolygonWorld);
-                    ent.polygonLocal.clear();
-                    ent.polygonLocal.reserve(ent.cutoutPolygonWorld.size());
-                    for (const auto& pt : ent.cutoutPolygonWorld) {
-                        ent.polygonLocal.push_back(pt - ent.originWorld);
-                    }
-
-                    const QString bgAbs = m_workspace.backgroundAbsolutePath();
-                    QImage depth8;
-                    if (m_workspace.hasDepth()) {
-                        const QString dpath = m_workspace.depthAbsolutePath();
-                        if (!dpath.isEmpty() && QFileInfo::exists(dpath) && !bgAbs.isEmpty()) {
-                            depth8 = core::image_file::loadDepthMapAlignedToBackground(dpath, bgAbs);
-                        }
-                    }
-                    const QPointF c = entity_cutout::polygonCentroid(ent.cutoutPolygonWorld);
-                    int z = 0;
-                    if (!depth8.isNull()) {
-                        const int xi = static_cast<int>(std::floor(c.x()));
-                        const int yi = static_cast<int>(std::floor(c.y()));
-                        if (xi >= 0 && yi >= 0 && xi < depth8.width() && yi < depth8.height()) {
-                            z = static_cast<int>(static_cast<const uchar*>(depth8.constScanLine(yi))[xi]);
-                        }
-                    }
-                    ent.depth = z;
-                    {
-                        const double ds01 = static_cast<double>(std::clamp(z, 0, 255)) / 255.0;
-                        ent.distanceScaleCalibMult = 0.5 + ds01 * 1.0;
-                    }
-                    QImage bg =
-                        core::image_file::loadImageLimited(bgAbs, core::image_decode::kWorkspaceMaxPixels);
-                    if (!bg.isNull() && bg.format() != QImage::Format_ARGB32_Premultiplied) {
-                        bg = bg.convertToFormat(QImage::Format_ARGB32_Premultiplied);
-                    }
-                    applyVisibleBlackholesToBackground(bg, m_workspace.entities());
-                    QImage cutout;
-                    if (!bg.isNull()) {
-                        QPointF topLeft;
-                        cutout = entity_cutout::extractEntityImage(bg, ent.cutoutPolygonWorld, topLeft);
-                        ent.imageTopLeftWorld = topLeft;
-                    }
-
-                    QSet<QString> used;
-                    for (const auto& ex : m_workspace.entities()) {
-                        used.insert(ex.id);
-                    }
-                    int n = static_cast<int>(m_workspace.entities().size()) + 1;
-                    for (int guard = 0; guard < 100000; ++guard, ++n) {
-                        const QString cand = QStringLiteral("entity-%1").arg(n);
-                        if (!used.contains(cand)) {
-                            ent.id = cand;
-                            break;
-                        }
-                    }
-
-                    // 不直接落盘：进入待确认（可微调）
+                    // 待确认态只需多边形；深度/抠图在「确认创建实体」时再算，避免此处整图解码阻塞 UI 数秒。
                     m_editorCanvas->setPendingEntityPolygonWorld(polyWorld);
                 });
 

python_server/config.py

@@ -168,8 +168,8 @@ class DepthConfig:
 class InpaintConfig:
     # 统一补全默认后端（与 model key 对齐；实际路由以请求的 model_name 为准）
     backend: Literal["flux_fill", "sdxl_inpaint", "controlnet"] = "flux_fill"
-    # FLUX Fill（gated：须在 Hugging Face 同意条款，并建议设置环境变量 HF_TOKEN）
-    flux_fill_model: str = "black-forest-labs/FLUX.1-Fill-dev"
+    # FLUX Fill：本机 diffusers 目录（须含 model_index.json）。换机器时改此绝对路径即可。
+    flux_fill_model: str = "/home/vipuser/ai-models/flux/FLUX.1-Fill-dev"
     # SDXL：须为专用 inpaint 权重（勿用 xl-base 当补全底模）
     sdxl_base_model: str = "diffusers/stable-diffusion-xl-1.0-inpainting-0.1"
     # ControlNet Inpaint 基础模型与 controlnet 权重

python_server/model/Inpaint/flux_fill/loader.py

@@ -1,6 +1,6 @@
 from __future__ import annotations
 
-import os
+from pathlib import Path
 from typing import Any, Callable
 
 import numpy as np
@@ -24,12 +24,15 @@ def make_flux_fill_predictor(
     else:
         torch_dtype = torch.float32
 
-    hf_token = os.environ.get("HF_TOKEN") or os.environ.get("HUGGING_FACE_HUB_TOKEN")
+    root = Path(model_id.strip()).expanduser()
+    # 本机 diffusers 目录（含 model_index.json）时不访问 Hub，避免自动下载。
+    local_files_only = root.is_dir() and (root / "model_index.json").is_file()
 
     pipe = FluxFillPipeline.from_pretrained(
-        model_id,
+        str(root),
         torch_dtype=torch_dtype,
-        token=hf_token,
+        token=None,
+        local_files_only=local_files_only,
     )
 
     if device == "cuda":