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@@ -401,9 +401,24 @@ def _run_face_measure_data(image, variant="v1"):
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logger.warning("头发/耳朵分割失败,回退方案A:%s", seg_e)
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logger.warning("头发/耳朵分割失败,回退方案A:%s", seg_e)
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result = measure_face(landmarks, hair_mask, w, h, head_pose=head_pose)
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result = measure_face(landmarks, hair_mask, w, h, head_pose=head_pose)
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discarded = result.hairline_discarded
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data = result.to_response()
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data = result.to_response()
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if variant == "v6":
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vd = result.vertical
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vd = result.vertical
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if variant == "v6":
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if discarded:
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# 发际线弃用:接口6 的上庭也依赖发际线,一并置 null;只保留中/下庭。
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base_px = vd["middle_court_px"] + vd["lower_court_px"]
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data["four_courts"]["upper_court_cm"] = None
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data["four_courts"]["ratios"] = {
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"upper_court": None,
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"middle_court": round(vd["middle_court_px"] / base_px, 3),
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"lower_court": round(vd["lower_court_px"] / base_px, 3),
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}
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data["four_courts"].pop("top_court_cm", None)
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data["face_total_height_cm"] = round(
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result.middle_cm + result.lower_cm, 2)
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data["landmarks"]["hairline"] = None
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else:
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base_px = vd["upper_court_px"] + vd["middle_court_px"] + vd["lower_court_px"]
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base_px = vd["upper_court_px"] + vd["middle_court_px"] + vd["lower_court_px"]
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# 接口6 是三庭:去掉顶庭相关字段(top_court_cm / ratios.top_court / landmarks.hair_top)
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# 接口6 是三庭:去掉顶庭相关字段(top_court_cm / ratios.top_court / landmarks.hair_top)
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data["four_courts"]["ratios"] = {
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data["four_courts"]["ratios"] = {
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@@ -430,11 +445,14 @@ def _run_face_measure_data(image, variant="v1"):
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data["seven_eyes"][f"eye{i + 2}"] = (
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data["seven_eyes"][f"eye{i + 2}"] = (
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None if (a is None or b is None) else round((b - a) / pc, 2))
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None if (a is None or b is None) else round((b - a) / pc, 2))
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if variant != "v6":
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if variant != "v6":
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# 接口1 额外算 eye1/eye7(左/右耳外段),需耳朵分割端线
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# 接口1 额外算 eye1/eye7(左/右耳外段),需耳朵分割端线。
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# 竖向范围:发际线弃用时用眉心做上界(hair_top 不可靠),否则用头顶。
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from face_analysis.annotation import _ear_edges_from_mask
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from face_analysis.annotation import _ear_edges_from_mask
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top_y = (vd["brow_center"][1] if discarded
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else vd["hair_top"][1])
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head_l, head_r = _ear_edges_from_mask(
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head_l, head_r = _ear_edges_from_mask(
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ear_mask, hair_mask,
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ear_mask, hair_mask,
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result.vertical["hair_top"][1], result.vertical["chin_tip"][1],
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top_y, vd["chin_tip"][1],
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lcx, rcx, (lcx + rcx) / 2)
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lcx, rcx, (lcx + rcx) / 2)
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data["seven_eyes"]["eye1"] = (
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data["seven_eyes"]["eye1"] = (
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None if (head_l is None) else round((lcx - head_l) / pc, 2))
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None if (head_l is None) else round((lcx - head_l) / pc, 2))
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@@ -696,10 +714,11 @@ async def face_measure_v2(
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- 发际线类型 `hairline_type`(英文 key)
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- 发际线类型 `hairline_type`(英文 key)
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- 顺序 `order`(本期固定 `1..N`,不排序)
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- 顺序 `order`(本期固定 `1..N`,不排序)
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> **female 走「换发型」模式**:生发图 `grown_image_base64` 由换发型(change_hair)
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> **female 走「换发型」模式**:1..5 的生发图 `grown_image_base64` 由换发型(change_hair)
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> + Flux-2 整帧重绘(= 接口12 final 管线,整帧美颜+整帧重绘)生成,其余参数用固化默认值。
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> + Flux-2 整帧重绘(= 接口12 final 管线,整帧美颜+整帧重绘)生成,其余参数用固化默认值。
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> **male 仍走原生发(ComfyUI add_hair)管线**。入参与返回结构不变。
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> **6/7(bigflower/clasicalflower)与 male 一样走原生发(ComfyUI add_hair)管线**。
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> female 依赖 change_hair 与 ComfyUI(:8188) 均在跑。
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> **male 全部走原生发(ComfyUI add_hair)管线**。入参与返回结构不变。
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> female 1..5 依赖 change_hair 与 ComfyUI(:8188) 均在跑。
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{_image_fields_desc}
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{_image_fields_desc}
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@@ -707,15 +726,15 @@ async def face_measure_v2(
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---
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---
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- **gender**(必填):`male` / `female`。决定返回的贴图集合(female 5 张 / male 4 张)。
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- **gender**(必填):`male` / `female`。决定返回的贴图集合(female 7 张 / male 6 张)。
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非法或缺失返回 `1004`。
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非法或缺失返回 `1004`。
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- **hair_style**(必填):发型序号,**逗号分隔多选**(如 `1,2,3`),最多不超过该性别的预设数量。
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- **hair_style**(必填):发型序号,**逗号分隔多选**(如 `1,2,3`),最多不超过该性别的预设数量。
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`female`:1=ellipse, 2=flower, 3=heart, 4=straight, 5=wave;
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`female`:1=ellipse, 2=flower, 3=heart, 4=straight, 5=wave, 6=bigflower, 7=clasicalflower;
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`male`:1=ellipse, 2=inverse_arc, 3=m, 4=straight。越界/非法返回 `1007`。
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`male`:1=ellipse, 2=inverse_arc, 3=m, 4=straight, 5=heart, 6=Softpetal。越界/非法返回 `1007`。
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- **beauty_enabled**:本期保留但不生效。
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- **beauty_enabled**:本期保留但不生效。
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`hairline_type` 取值:`ellipse` / `flower` / `heart` / `straight` / `wave`(female),
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`hairline_type` 取值:`ellipse` / `flower` / `heart` / `straight` / `wave` / `bigflower` / `clasicalflower`(female),
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`ellipse` / `m` / `straight` / `inverse_arc`(male)。
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`ellipse` / `m` / `straight` / `inverse_arc` / `heart` / `Softpetal`(male)。
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""",
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""",
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responses={
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responses={
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200: {
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200: {
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@@ -754,7 +773,7 @@ async def hair_grow(
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image_url: Optional[str] = Form(default=None, description="图片 URL"),
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image_url: Optional[str] = Form(default=None, description="图片 URL"),
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image_base64: Optional[str] = Form(default=None, description="图片 base64(需带 data:image/...;base64, 前缀)"),
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image_base64: Optional[str] = Form(default=None, description="图片 base64(需带 data:image/...;base64, 前缀)"),
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gender: Optional[str] = Form(default=None, description="性别 male/female(必填)"),
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gender: Optional[str] = Form(default=None, description="性别 male/female(必填)"),
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hair_style: Optional[str] = Form(default=None, description="发型序号逗号分隔(必填),如 1,2,3。female:1-5 male:1-4"),
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hair_style: Optional[str] = Form(default=None, description="发型序号逗号分隔(必填),如 1,2,3。female:1-7 male:1-6"),
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beauty_enabled: bool = Form(default=False, description="是否开启美颜(本期不生效)"),
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beauty_enabled: bool = Form(default=False, description="是否开启美颜(本期不生效)"),
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use_mask: bool = Form(default=True, description="是否启用 inpaint 遮罩(测试对比用)。false 时用干净原图生成(空遮罩,不烧模板线)"),
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use_mask: bool = Form(default=True, description="是否启用 inpaint 遮罩(测试对比用)。false 时用干净原图生成(空遮罩,不烧模板线)"),
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prompt: str = Form(default="填充遮罩区域的头发,皮肤加一点磨皮,再加一点美颜", description="ComfyUI 提示词,会替换工作流节点60的文本"),
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prompt: str = Form(default="填充遮罩区域的头发,皮肤加一点磨皮,再加一点美颜", description="ComfyUI 提示词,会替换工作流节点60的文本"),
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@@ -764,7 +783,7 @@ async def hair_grow(
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return err(1004, "gender 必填且只能为 male / female")
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return err(1004, "gender 必填且只能为 male / female")
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# 2. hair_style 必填校验(解析逗号分隔,越界 → 1007)
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# 2. hair_style 必填校验(解析逗号分隔,越界 → 1007)
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max_styles = {"female": 5, "male": 4}[gender]
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max_styles = {"female": 7, "male": 6}[gender]
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hair_styles = _parse_hair_styles(hair_style, max_styles)
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hair_styles = _parse_hair_styles(hair_style, max_styles)
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if hair_styles is None:
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if hair_styles is None:
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return err(1007, f"hair_style 必填且为 1..{max_styles} 的整数(逗号分隔),收到 {hair_style!r}")
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return err(1007, f"hair_style 必填且为 1..{max_styles} 的整数(逗号分隔),收到 {hair_style!r}")
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@@ -786,7 +805,8 @@ async def hair_grow(
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if gender == "female":
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if gender == "female":
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from hairline.service import generate_grow_results_swap
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from hairline.service import generate_grow_results_swap
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items = await run_in_threadpool(
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items = await run_in_threadpool(
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generate_grow_results_swap, image, hair_styles, _V2_FINAL_DEFAULTS)
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generate_grow_results_swap, image, hair_styles, _V2_FINAL_DEFAULTS,
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prompt=prompt)
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else:
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else:
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from hairline.service import generate_grow_results
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from hairline.service import generate_grow_results
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items = await run_in_threadpool(
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items = await run_in_threadpool(
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@@ -809,6 +829,149 @@ async def hair_grow(
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return err(1007, f"处理失败:{ex}")
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return err(1007, f"处理失败:{ex}")
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# ---------------------------------------------------------------------------
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# 调试接口:接口2 女性生发 分步计时
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# ---------------------------------------------------------------------------
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@app.post(
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"/api/v1/debug/grow-timing",
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summary="调试-接口2女性生发分步计时",
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tags=["调试"],
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include_in_schema=False,
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)
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async def debug_grow_timing(
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image_file: Optional[UploadFile] = File(default=None),
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image_url: Optional[str] = Form(default=None),
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image_base64: Optional[str] = Form(default=None),
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hair_style: str = Form(default="2", description="发型序号(花瓣=2),逗号分隔多选"),
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webui_steps: Optional[int] = Form(default=None, description="swapHair webui img2img 采样步数,None=服务端默认(15),可填10/15/20/25对比"),
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redraw_max_side: Optional[int] = Form(default=None, description="ComfyUI重绘分辨率(长边像素)。None=默认896;0=原图不缩;其他如640/768/1024"),
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redraw_prompt: Optional[str] = Form(default=None, description="ComfyUI重绘提示词,None=默认'填充遮罩区域的头发'"),
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):
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"""单图跑接口2女性生发,返回每个步骤的耗时 + 结果图,用于定位性能瓶颈。
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步骤拆分:
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1. extract_context:人脸关键点检测 + 头发分割 + 发际线几何
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2. [每个发型] generate_hairline_redraw:
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2a. compute_mask:发际线遮罩计算
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2b. _call_swap:调 change_hair 换发型(内含 webui SD1.5 推理,远程或本机)
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2c. _composite:接缝融合(多频段/羽化)
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3. [每个发型] _call_local_redraw:调本机 ComfyUI 用 Flux.2 重绘
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"""
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import time as _time
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from fastapi.concurrency import run_in_threadpool
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raw, e = await resolve_image_bytes(image_file, image_url, image_base64)
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if e is not None:
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return e
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image = cv2.imdecode(np.frombuffer(raw, np.uint8), cv2.IMREAD_COLOR)
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if image is None:
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return err(1008, "图片格式不支持(仅 JPG / PNG)")
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try:
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max_styles = 7
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hair_styles = _parse_hair_styles(hair_style, max_styles)
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if hair_styles is None:
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return err(1007, f"hair_style 必须为 1..{max_styles}")
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t_total0 = _time.perf_counter()
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timings = {"total_ms": 0, "extract_context_ms": 0, "per_hairstyle": []}
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# 步骤1: extract_context
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t0 = _time.perf_counter()
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from hairline.service import extract_context as _ec, _call_local_redraw, _REDRAW_MAX_SIDE # noqa
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from face_analysis.hairline_grow import generate_hairline_redraw, NoFaceError # noqa
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from face_analysis.head_mask import SEGFORMER_HAIR # noqa
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ctx = await run_in_threadpool(_ec, image)
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timings["extract_context_ms"] = int((_time.perf_counter() - t0) * 1000)
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if ctx is None:
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return err(1001, "无法识别人像")
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hair_mask_reuse = (ctx["parse_map"] == SEGFORMER_HAIR)
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h, w = image.shape[:2]
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eff_side = _REDRAW_MAX_SIDE if redraw_max_side is None else redraw_max_side
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redraw_img, hair_mask_redraw = image, hair_mask_reuse
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downscale_info = None
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if eff_side > 0 and max(h, w) > eff_side:
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from hairline.service import _downscale_max_side
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redraw_img, _rs = _downscale_max_side(image, eff_side)
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_nh, _nw = redraw_img.shape[:2]
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if hair_mask_redraw is not None:
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hair_mask_redraw = cv2.resize(hair_mask_reuse.astype(np.uint8), (_nw, _nh),
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|
interpolation=cv2.INTER_NEAREST).astype(bool)
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downscale_info = {"from": f"{w}x{h}", "to": f"{_nw}x{_nh}", "max_side": eff_side}
|
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|
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textures_map = None
|
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from hairline.service import get_texture_map, _FEMALE_KEY_TO_CHANG, load_texture_rgba, build_overlay_layer, load_ext_mesh
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textures = get_texture_map()["female"]
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items = [(s, textures[s - 1]) for s in hair_styles]
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for order, (key, white_path) in items:
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hs_t0 = _time.perf_counter()
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entry = {"hairline_type": key, "order": order}
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chang_id = _FEMALE_KEY_TO_CHANG.get(key)
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entry["chang_id"] = chang_id
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entry["ok"] = False
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entry["error"] = None
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entry["grown_b64"] = None
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if chang_id is None:
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entry["error"] = f"无对应 chang_id"
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timings["per_hairstyle"].append(entry)
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|
continue
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|
try:
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# 2a/2b/2c: generate_hairline_redraw (内部含 mask+swap+blend)
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t0 = _time.perf_counter()
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||||||
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data = await run_in_threadpool(
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generate_hairline_redraw, redraw_img, chang_id,
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hair_mask=hair_mask_redraw, webui_steps=webui_steps, **_V2_FINAL_DEFAULTS)
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t_redraw_pipeline = _time.perf_counter() - t0
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_tm = data.get("timings_ms") or {}
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entry["mask_ms"] = _tm.get("mask", 0)
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entry["swap_ms"] = _tm.get("swap", 0)
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entry["blend_ms"] = _tm.get("blend", 0)
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entry["redraw_pipeline_ms"] = int(t_redraw_pipeline * 1000)
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|
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steps = data.get("steps") or {}
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final_b64 = steps.get("final_base64") or ""
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mask_b64 = steps.get("redraw_band_mask_base64") or ""
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|
if not final_b64 or not mask_b64:
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entry["error"] = f"final/遮罩缺失(final={len(final_b64)} mask={len(mask_b64)})"
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|
timings["per_hairstyle"].append(entry)
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|
continue
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|
if final_b64.startswith("data:"):
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||||||
|
final_b64 = final_b64.split(",", 1)[1]
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||||||
|
if mask_b64.startswith("data:"):
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||||||
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mask_b64 = mask_b64.split(",", 1)[1]
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||||||
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|
||||||
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# 3: ComfyUI 重绘
|
||||||
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t0 = _time.perf_counter()
|
||||||
|
# max_side: 0 或 None 都让 _call_local_redraw 用默认逻辑(外层已控制分辨率)
|
||||||
|
_ms = redraw_max_side if redraw_max_side is not None and redraw_max_side > 0 else None
|
||||||
|
grown_png = await run_in_threadpool(
|
||||||
|
_call_local_redraw,
|
||||||
|
base64.b64decode(final_b64), base64.b64decode(mask_b64),
|
||||||
|
max_side=_ms, prompt=redraw_prompt)
|
||||||
|
entry["comfyui_redraw_ms"] = int((_time.perf_counter() - t0) * 1000)
|
||||||
|
if grown_png:
|
||||||
|
entry["grown_b64"] = "data:image/jpeg;base64," + _png_to_jpg_b64(grown_png)
|
||||||
|
entry["ok"] = True
|
||||||
|
else:
|
||||||
|
entry["error"] = "ComfyUI 重绘返回空"
|
||||||
|
except NoFaceError:
|
||||||
|
entry["error"] = "未检出人脸"
|
||||||
|
except Exception as ex: # noqa: BLE001
|
||||||
|
entry["error"] = str(ex)[:150]
|
||||||
|
entry["hairstyle_total_ms"] = int((_time.perf_counter() - hs_t0) * 1000)
|
||||||
|
timings["per_hairstyle"].append(entry)
|
||||||
|
|
||||||
|
timings["total_ms"] = int((_time.perf_counter() - t_total0) * 1000)
|
||||||
|
timings["downscale"] = downscale_info
|
||||||
|
timings["image_size"] = f"{w}x{h}"
|
||||||
|
return ok(timings)
|
||||||
|
except Exception as ex: # noqa: BLE001
|
||||||
|
logger.exception("debug/grow-timing 异常")
|
||||||
|
return err(1007, f"处理失败:{ex}")
|
||||||
|
|
||||||
|
|
||||||
# ---------------------------------------------------------------------------
|
# ---------------------------------------------------------------------------
|
||||||
# 接口 7:C 端生发 v2 —— 已弃用(add_hair2.json 用 Klein-9b 大模型,会把常驻的
|
# 接口 7:C 端生发 v2 —— 已弃用(add_hair2.json 用 Klein-9b 大模型,会把常驻的
|
||||||
# Klein-4b/Flux 挤出显存,导致接口2/3/5 耗时抖动;且业务已不再调用)。
|
# Klein-4b/Flux 挤出显存,导致接口2/3/5 耗时抖动;且业务已不再调用)。
|
||||||
@@ -994,11 +1157,14 @@ async def face_features(
|
|||||||
---
|
---
|
||||||
|
|
||||||
**入参**(同接口2:先选性别,再多选发型):
|
**入参**(同接口2:先选性别,再多选发型):
|
||||||
- 必填 `gender`(`male`/`female`),决定发型集合(female 5 / male 4)。
|
- 必填 `gender`(`male`/`female`),决定发型集合(female 7 / male 6)。
|
||||||
- 必填 `hair_style`(发型序号,逗号分隔如 `1,2,3`),决定返回哪些发际线类型。缺失/越界/非法返回 `1007`。
|
- 必填 `hair_style`(发型序号,逗号分隔如 `1,2,3`),决定返回哪些发际线类型。缺失/越界/非法返回 `1007`。
|
||||||
`female`:1=ellipse,2=flower,3=heart,4=straight,5=wave;`male`:1=ellipse,2=inverse_arc,3=m,4=straight。
|
`female`:1=ellipse,2=flower,3=heart,4=straight,5=wave,6=bigflower,7=clasicalflower;
|
||||||
|
`male`:1=ellipse,2=inverse_arc,3=m,4=straight,5=heart,6=Softpetal。
|
||||||
- 可选 `use_mask` / `prompt`:同接口2 的生发控制参数。
|
- 可选 `use_mask` / `prompt`:同接口2 的生发控制参数。
|
||||||
注:生发黑模板固定取 `hairline_texture_black/`(middle 档),即三档叠图分别用各自贴图、但生发目标固定 middle。
|
注:生发黑模板固定取 `hairline_texture_black/`(middle 档),即三档叠图分别用各自贴图、但生发目标固定 middle。
|
||||||
|
- 可选 `generate_grow_image`(默认 `true`):是否生成生发效果图(ComfyUI 生发,全流程最耗时)。
|
||||||
|
`false` 时跳过生发,各发型 `grown_image_*` 恒为 `null`,仅返回三档发际线叠图与中心点,大幅降低耗时。
|
||||||
|
|
||||||
**返回说明**:
|
**返回说明**:
|
||||||
|
|
||||||
@@ -1074,15 +1240,16 @@ async def hairline_generate(
|
|||||||
image_url: Optional[str] = Form(default=None, description="图片 URL"),
|
image_url: Optional[str] = Form(default=None, description="图片 URL"),
|
||||||
image_base64: Optional[str] = Form(default=None, description="图片 base64(需带 data:image/...;base64, 前缀)"),
|
image_base64: Optional[str] = Form(default=None, description="图片 base64(需带 data:image/...;base64, 前缀)"),
|
||||||
gender: Optional[str] = Form(default=None, description="性别 male/female(必填)"),
|
gender: Optional[str] = Form(default=None, description="性别 male/female(必填)"),
|
||||||
hair_style: Optional[str] = Form(default=None, description="发型序号逗号分隔(必填,如 1,2,3)。female:1-5 male:1-4"),
|
hair_style: Optional[str] = Form(default=None, description="发型序号逗号分隔(必填,如 1,2,3)。female:1-7 male:1-6"),
|
||||||
use_mask: bool = Form(default=True, description="生发是否启用 inpaint 遮罩(同接口2,测试对比用)"),
|
use_mask: bool = Form(default=True, description="生发是否启用 inpaint 遮罩(同接口2,测试对比用)"),
|
||||||
prompt: str = Form(default="填充遮罩区域的头发,皮肤加一点磨皮,再加一点美颜", description="ComfyUI 提示词(同接口2),会替换工作流节点60的文本"),
|
prompt: str = Form(default="填充遮罩区域的头发,皮肤加一点磨皮,再加一点美颜", description="ComfyUI 提示词(同接口2),会替换工作流节点60的文本"),
|
||||||
|
generate_grow_image: bool = Form(default=True, description="是否生成生发效果图(ComfyUI 生发,最耗时)。默认 true 出图;false 时跳过生发,各发型 grown_image 恒为 null,仅返回三档发际线叠图与中心点"),
|
||||||
):
|
):
|
||||||
if gender not in ("male", "female"):
|
if gender not in ("male", "female"):
|
||||||
return err(1004, "gender 必填且只能为 male / female")
|
return err(1004, "gender 必填且只能为 male / female")
|
||||||
|
|
||||||
# hair_style 必填(同接口2):解析逗号分隔,缺失/越界/非法 → 1007
|
# hair_style 必填(同接口2):解析逗号分隔,缺失/越界/非法 → 1007
|
||||||
max_styles = {"female": 5, "male": 4}[gender]
|
max_styles = {"female": 7, "male": 6}[gender]
|
||||||
hair_styles = _parse_hair_styles(hair_style, max_styles)
|
hair_styles = _parse_hair_styles(hair_style, max_styles)
|
||||||
if hair_styles is None:
|
if hair_styles is None:
|
||||||
return err(1007, f"hair_style 必填且为 1..{max_styles} 的整数(逗号分隔),收到 {hair_style!r}")
|
return err(1007, f"hair_style 必填且为 1..{max_styles} 的整数(逗号分隔),收到 {hair_style!r}")
|
||||||
@@ -1100,7 +1267,8 @@ async def hairline_generate(
|
|||||||
from hairline.service import generate_hairline_pngs
|
from hairline.service import generate_hairline_pngs
|
||||||
|
|
||||||
res = await run_in_threadpool(
|
res = await run_in_threadpool(
|
||||||
generate_hairline_pngs, image, gender, hair_styles, use_mask, prompt)
|
generate_hairline_pngs, image, gender, hair_styles, use_mask, prompt,
|
||||||
|
generate_grow_image=generate_grow_image)
|
||||||
if res is None:
|
if res is None:
|
||||||
return err(1001, "无法识别人像")
|
return err(1001, "无法识别人像")
|
||||||
|
|
||||||
|
|||||||
@@ -68,7 +68,7 @@
|
|||||||
按 `face_ext.obj` 的 UV 把发际线贴图渲染到额头(预览)。生发:黑贴图渲染遮罩 → 调本机 **ComfyUI 8182** 的
|
按 `face_ext.obj` 的 UV 把发际线贴图渲染到额头(预览)。生发:黑贴图渲染遮罩 → 调本机 **ComfyUI 8182** 的
|
||||||
`add_hair.json`(Flux-2) 出图。**关键坑**:obj 是重排序,需 `INDEX_MAP_468` 把 MP 序→OBJ 序。
|
`add_hair.json`(Flux-2) 出图。**关键坑**:obj 是重排序,需 `INDEX_MAP_468` 把 MP 序→OBJ 序。
|
||||||
返回 `results[].image_base64` + `grown_image_base64`。
|
返回 `results[].image_base64` + `grown_image_base64`。
|
||||||
- `hair_style` 映射:female 1=ellipse 2=flower 3=heart 4=straight 5=wave;male 1=ellipse 2=inverse_arc 3=m 4=straight。
|
- `hair_style` 映射:female 1=ellipse 2=flower 3=heart 4=straight 5=wave 6=bigflower 7=clasicalflower;male 1=ellipse 2=inverse_arc 3=m 4=straight 5=heart 6=Softpetal。female 1..5 走「换发型(change_hair)」+Flux-2 重绘管线;female 6/7 与 male 全部走原生发(ComfyUI add_hair)管线。
|
||||||
|
|
||||||
### 接口7 C端生发 v2 `/api/v1/hair/grow-v2`(worker)—— 接口2同款,add_hair2 工作流
|
### 接口7 C端生发 v2 `/api/v1/hair/grow-v2`(worker)—— 接口2同款,add_hair2 工作流
|
||||||
- **做什么**:与接口 2 完全一致(正面照 + `gender` + `hair_style` 逗号分隔多选 → N 组预览+生发图)。
|
- **做什么**:与接口 2 完全一致(正面照 + `gender` + `hair_style` 逗号分隔多选 → N 组预览+生发图)。
|
||||||
|
|||||||
@@ -20,7 +20,6 @@
|
|||||||
| 3 B 端生发 | POST | `/api/v1/hair/grow-b` |
|
| 3 B 端生发 | POST | `/api/v1/hair/grow-b` |
|
||||||
| 4 用户特征 | POST | `/api/v1/face/features` |
|
| 4 用户特征 | POST | `/api/v1/face/features` |
|
||||||
| 5 发际线 PNG 生成 | POST | `/api/v1/hairline/generate` |
|
| 5 发际线 PNG 生成 | POST | `/api/v1/hairline/generate` |
|
||||||
| 7 C 端生发 v2 | POST | `/api/v1/hair/grow-v2` |
|
|
||||||
|
|
||||||
---
|
---
|
||||||
|
|
||||||
@@ -87,6 +86,7 @@
|
|||||||
| 1006 | 文件超出大小限制 | 单文件超过 1 MB |
|
| 1006 | 文件超出大小限制 | 单文件超过 1 MB |
|
||||||
| 1007 | 图片参数错误 | file / url / base64 未传,或同时传了多个(三者严格互斥) |
|
| 1007 | 图片参数错误 | file / url / base64 未传,或同时传了多个(三者严格互斥) |
|
||||||
| 1008 | 图片格式不支持 | 非 JPG / PNG |
|
| 1008 | 图片格式不支持 | 非 JPG / PNG |
|
||||||
|
| 1009 | 未授权 | 缺少或错误的 `X-Internal-Token`(`/api/*` 路径鉴权) |
|
||||||
|
|
||||||
---
|
---
|
||||||
|
|
||||||
@@ -109,6 +109,8 @@
|
|||||||
| four_courts | object | 四庭数据,见下表 |
|
| four_courts | object | 四庭数据,见下表 |
|
||||||
| seven_eyes | object | 七眼数据,见下表 |
|
| seven_eyes | object | 七眼数据,见下表 |
|
||||||
| landmarks | object | 关键分界点坐标(头顶 / 发际线 / 眉心 / 鼻翼下缘 / 下巴尖),原图像素坐标 |
|
| landmarks | object | 关键分界点坐标(头顶 / 发际线 / 眉心 / 鼻翼下缘 / 下巴尖),原图像素坐标 |
|
||||||
|
| left_position | object | MediaPipe 21 号关键点坐标(左脸定位点),原图像素:`{ "x": int, "y": int }` |
|
||||||
|
| right_position | object | MediaPipe 251 号关键点坐标(右脸定位点,与 21 号镜像),原图像素:`{ "x": int, "y": int }` |
|
||||||
|
|
||||||
`four_courts`(四庭,自上而下):
|
`four_courts`(四庭,自上而下):
|
||||||
|
|
||||||
@@ -211,6 +213,8 @@
|
|||||||
| four_courts | object | 三庭数据(上/中/下庭,各含 cm 与 ratio;**无顶庭**) |
|
| four_courts | object | 三庭数据(上/中/下庭,各含 cm 与 ratio;**无顶庭**) |
|
||||||
| seven_eyes | object | 七眼数据(眼宽/脸宽/两眼间距 cm + 占比 ratios + **eye2~eye6** 共 5 段宽度) |
|
| seven_eyes | object | 七眼数据(眼宽/脸宽/两眼间距 cm + 占比 ratios + **eye2~eye6** 共 5 段宽度) |
|
||||||
| landmarks | object | 四个关键点像素坐标(发际线/眉心/鼻翼下缘/下巴尖) |
|
| landmarks | object | 四个关键点像素坐标(发际线/眉心/鼻翼下缘/下巴尖) |
|
||||||
|
| left_position | object | MediaPipe 21 号关键点坐标(左脸定位点),原图像素:`{ "x": int, "y": int }` |
|
||||||
|
| right_position | object | MediaPipe 251 号关键点坐标(右脸定位点,与 21 号镜像),原图像素:`{ "x": int, "y": int }` |
|
||||||
|
|
||||||
> 接口6 是**三庭五眼**:`four_courts`/`landmarks` 不含顶庭与头顶点(无 `top_court_cm`/`hair_top`);`seven_eyes` 只含 **eye2~eye6**(左脸颊/左眼/两眼间距/右眼/右脸颊,5 段),**无 eye1/eye7**(耳外段需头发轮廓端线,仅接口1 有)。
|
> 接口6 是**三庭五眼**:`four_courts`/`landmarks` 不含顶庭与头顶点(无 `top_court_cm`/`hair_top`);`seven_eyes` 只含 **eye2~eye6**(左脸颊/左眼/两眼间距/右眼/右脸颊,5 段),**无 eye1/eye7**(耳外段需头发轮廓端线,仅接口1 有)。
|
||||||
|
|
||||||
@@ -261,7 +265,7 @@
|
|||||||
| 参数 | 类型 | 必填 | 说明 |
|
| 参数 | 类型 | 必填 | 说明 |
|
||||||
|------|------|------|------|
|
|------|------|------|------|
|
||||||
| gender | string | **是** | 性别:`male` / `female`。决定使用的发际线贴图集合 |
|
| gender | string | **是** | 性别:`male` / `female`。决定使用的发际线贴图集合 |
|
||||||
| hair_style | string | **是** | 发型序号,**逗号分隔多选**(如 `1,2,3`),最多不超过该性别的预设数。female:1=ellipse, 2=flower, 3=heart, 4=straight, 5=wave;male:1=ellipse, 2=inverse_arc, 3=m, 4=straight。越界/非法返回 `1007` |
|
| hair_style | string | **是** | 发型序号,**逗号分隔多选**(如 `1,2,3`),最多不超过该性别的预设数。female:1=ellipse, 2=flower, 3=heart, 4=straight, 5=wave, 6=bigflower, 7=clasicalflower;male:1=ellipse, 2=inverse_arc, 3=m, 4=straight, 5=heart, 6=Softpetal。越界/非法返回 `1007` |
|
||||||
| beauty_enabled | bool | 否 | 生发图是否带美颜效果,默认 false(当前阶段不生效) |
|
| beauty_enabled | bool | 否 | 生发图是否带美颜效果,默认 false(当前阶段不生效) |
|
||||||
| use_mask | bool | 否 | 是否启用 inpaint 遮罩,默认 `true`。`false` 时用干净原图生成(空遮罩、不烧模板黑线),供测试对比 |
|
| use_mask | bool | 否 | 是否启用 inpaint 遮罩,默认 `true`。`false` 时用干净原图生成(空遮罩、不烧模板黑线),供测试对比 |
|
||||||
| prompt | string | 否 | ComfyUI 提示词,默认「补充遮罩区域的头发,加一点美颜」,会替换工作流节点 60 的文本 |
|
| prompt | string | 否 | ComfyUI 提示词,默认「补充遮罩区域的头发,加一点美颜」,会替换工作流节点 60 的文本 |
|
||||||
@@ -274,7 +278,7 @@
|
|||||||
|------|------|------|
|
|------|------|------|
|
||||||
| image_url | string | 发际线曲线**透明 PNG** URL(仅白色发际线曲线,透明底,**不含人物**,需前端叠加原图显示) |
|
| image_url | string | 发际线曲线**透明 PNG** URL(仅白色发际线曲线,透明底,**不含人物**,需前端叠加原图显示) |
|
||||||
| grown_image_url | string | **生发后图片** URL(ComfyUI/Flux「植发 3 个月」效果图,完整人像照片) |
|
| grown_image_url | string | **生发后图片** URL(ComfyUI/Flux「植发 3 个月」效果图,完整人像照片) |
|
||||||
| hairline_type | string | 发际线类型 key:`ellipse`/`flower`/`heart`/`straight`/`wave`(female),`ellipse`/`m`/`straight`/`inverse_arc`(male) |
|
| hairline_type | string | 发际线类型 key:`ellipse`/`flower`/`heart`/`straight`/`wave`/`bigflower`/`clasicalflower`(female),`ellipse`/`m`/`straight`/`inverse_arc`/`heart`/`Softpetal`(male) |
|
||||||
| order | int | 排序序号(当前阶段固定 `1..N`,按贴图顺序,暂不计算合适度) |
|
| order | int | 排序序号(当前阶段固定 `1..N`,按贴图顺序,暂不计算合适度) |
|
||||||
|
|
||||||
> ⚠️ 生发图由本机 ComfyUI(Flux-2,端口 8182)生成,**一次请求生成指定发型的 1 张、同步返回**。
|
> ⚠️ 生发图由本机 ComfyUI(Flux-2,端口 8182)生成,**一次请求生成指定发型的 1 张、同步返回**。
|
||||||
@@ -401,10 +405,11 @@
|
|||||||
|
|
||||||
| 参数 | 类型 | 必填 | 说明 |
|
| 参数 | 类型 | 必填 | 说明 |
|
||||||
|------|------|------|------|
|
|------|------|------|------|
|
||||||
| gender | string | **是** | 性别:`male` / `female`。决定发型集合(female 5 / male 4)。缺失/非法返回 `1004` |
|
| gender | string | **是** | 性别:`male` / `female`。决定发型集合(female 7 / male 6)。缺失/非法返回 `1004` |
|
||||||
| hair_style | string | **是** | 发型序号,**逗号分隔多选**(如 `1,2,3`),决定返回哪些发际线类型。female:1=ellipse, 2=flower, 3=heart, 4=straight, 5=wave;male:1=ellipse, 2=inverse_arc, 3=m, 4=straight。缺失/越界/非法返回 `1007` |
|
| hair_style | string | **是** | 发型序号,**逗号分隔多选**(如 `1,2,3`),决定返回哪些发际线类型。female:1=ellipse, 2=flower, 3=heart, 4=straight, 5=wave, 6=bigflower, 7=clasicalflower;male:1=ellipse, 2=inverse_arc, 3=m, 4=straight, 5=heart, 6=Softpetal。缺失/越界/非法返回 `1007` |
|
||||||
| use_mask | bool | 否 | 生发是否启用 inpaint 遮罩,默认 `true`。`false` 时用干净原图生成(空遮罩、不烧模板黑线),供测试对比 |
|
| use_mask | bool | 否 | 生发是否启用 inpaint 遮罩,默认 `true`。`false` 时用干净原图生成(空遮罩、不烧模板黑线),供测试对比 |
|
||||||
| prompt | string | 否 | ComfyUI 提示词,默认「补充遮罩区域的头发,加一点美颜」,会替换工作流节点 60 的文本 |
|
| prompt | string | 否 | ComfyUI 提示词,默认「补充遮罩区域的头发,加一点美颜」,会替换工作流节点 60 的文本 |
|
||||||
|
| generate_grow_image | bool | 否 | 是否生成生发效果图(ComfyUI 生发,全流程最耗时),默认 `true`。传 `false` 时跳过生发,各发型 `grown_image_*` 恒为 `null`,仅返回三档发际线叠图与中心点,可大幅降低耗时 |
|
||||||
|
|
||||||
> ⚠️ 三档叠图分别用 `hairline_texture` / `hairline_texture_high` / `hairline_texture_low` 三套同名贴图;**生发黑模板固定取自 `hairline_texture_black/`(middle 档)**,即生发目标固定压到 middle 档,每个发型仅 1 张生发图。
|
> ⚠️ 三档叠图分别用 `hairline_texture` / `hairline_texture_high` / `hairline_texture_low` 三套同名贴图;**生发黑模板固定取自 `hairline_texture_black/`(middle 档)**,即生发目标固定压到 middle 档,每个发型仅 1 张生发图。
|
||||||
|
|
||||||
@@ -422,11 +427,11 @@
|
|||||||
|
|
||||||
| 字段 | 类型 | 说明 |
|
| 字段 | 类型 | 说明 |
|
||||||
|------|------|------|
|
|------|------|------|
|
||||||
| hairline_type | string | 发际线类型 key:`ellipse`/`flower`/`heart`/`straight`/`wave`(female),`ellipse`/`m`/`straight`/`inverse_arc`(male) |
|
| hairline_type | string | 发际线类型 key:`ellipse`/`flower`/`heart`/`straight`/`wave`/`bigflower`/`clasicalflower`(female),`ellipse`/`m`/`straight`/`inverse_arc`/`heart`/`Softpetal`(male) |
|
||||||
| image_middle_url | string | middle 档发际线曲线**透明 PNG** URL(仅曲线,透明底,**不含人物**,需叠加原图显示) |
|
| image_middle_url | string | middle 档发际线曲线**透明 PNG** URL(仅曲线,透明底,**不含人物**,需叠加原图显示) |
|
||||||
| image_high_url | string | high 档发际线曲线**透明 PNG** URL(同上,high 档曲线) |
|
| image_high_url | string | high 档发际线曲线**透明 PNG** URL(同上,high 档曲线) |
|
||||||
| image_low_url | string | low 档发际线曲线**透明 PNG** URL(同上,low 档曲线) |
|
| image_low_url | string | low 档发际线曲线**透明 PNG** URL(同上,low 档曲线) |
|
||||||
| grown_image_url | string \| null | **生发后图片** URL(ComfyUI「植发」效果图,完整人像照片,生发失败时为 `null`) |
|
| grown_image_url | string \| null | **生发后图片** URL(ComfyUI「植发」效果图,完整人像照片,生发失败或 `generate_grow_image=false` 时为 `null`) |
|
||||||
| order | int | 发型序号(= 传入的 hair_style 值) |
|
| order | int | 发型序号(= 传入的 hair_style 值) |
|
||||||
|
|
||||||
> worker 侧返回 `image_middle_base64` / `image_high_base64` / `image_low_base64` / `grown_image_base64`,网关落盘后改写为上表对应的 `*_url`。
|
> worker 侧返回 `image_middle_base64` / `image_high_base64` / `image_low_base64` / `grown_image_base64`,网关落盘后改写为上表对应的 `*_url`。
|
||||||
@@ -443,6 +448,8 @@
|
|||||||
| landmarks | object | 5 个纵向关键点像素坐标(hair_top/hairline/brow_center/nose_bottom/chin_tip),结构同接口1 |
|
| landmarks | object | 5 个纵向关键点像素坐标(hair_top/hairline/brow_center/nose_bottom/chin_tip),结构同接口1 |
|
||||||
| hairline_source | string | 发际线来源:`segmentation`(真实分割)/ `estimated`(比例估算) |
|
| hairline_source | string | 发际线来源:`segmentation`(真实分割)/ `estimated`(比例估算) |
|
||||||
| head_pose | object | 头部姿态角度(yaw/pitch/roll,单位:度) |
|
| head_pose | object | 头部姿态角度(yaw/pitch/roll,单位:度) |
|
||||||
|
| left_position | object | MediaPipe 21 号关键点坐标(左脸定位点),原图像素:`{ "x": int, "y": int }` |
|
||||||
|
| right_position | object | MediaPipe 251 号关键点坐标(右脸定位点,与 21 号镜像),原图像素:`{ "x": int, "y": int }` |
|
||||||
|
|
||||||
> `eye1`~`eye7` 为从左到右共 7 段宽度,eye1=左耳外段、eye7=右耳外段,某侧耳朵不可见时对应段为 `null`。详见接口1说明。
|
> `eye1`~`eye7` 为从左到右共 7 段宽度,eye1=左耳外段、eye7=右耳外段,某侧耳朵不可见时对应段为 `null`。详见接口1说明。
|
||||||
|
|
||||||
@@ -508,60 +515,6 @@
|
|||||||
|
|
||||||
---
|
---
|
||||||
|
|
||||||
## 接口 7:C 端生发 v2 接口
|
|
||||||
|
|
||||||
**说明**:功能与[接口 2](#接口-2c-端生发接口)完全一致,仅 ComfyUI 工作流不同——使用 `add_hair2.json` 替代 `add_hair.json`。
|
|
||||||
|
|
||||||
**请求**:`POST /api/v1/hair/grow-v2`
|
|
||||||
|
|
||||||
### 输入
|
|
||||||
|
|
||||||
与接口 2 完全相同。图片参数见「通用约定 → 图片传参字段」。专属参数:
|
|
||||||
|
|
||||||
| 参数 | 类型 | 必填 | 说明 |
|
|
||||||
|------|------|------|------|
|
|
||||||
| gender | string | **是** | 性别:`male` / `female`。决定使用的发际线贴图集合 |
|
|
||||||
| hair_style | string | **是** | 发型序号,**逗号分隔多选**(如 `1,2,3`)。female:1=ellipse, 2=flower, 3=heart, 4=straight, 5=wave;male:1=ellipse, 2=inverse_arc, 3=m, 4=straight。越界/非法返回 `1007` |
|
|
||||||
| beauty_enabled | bool | 否 | 生发图是否带美颜效果,默认 false(当前阶段不生效) |
|
|
||||||
| use_mask | bool | 否 | 是否启用 inpaint 遮罩,默认 `true`。`false` 时用干净原图生成(空遮罩、不烧模板黑线) |
|
|
||||||
| prompt | string | 否 | ComfyUI 提示词,默认「补充遮罩区域的头发,加一点美颜」,会替换工作流节点 60 的文本 |
|
|
||||||
|
|
||||||
### 输出(data)
|
|
||||||
|
|
||||||
与接口 2 完全相同。`results`:发际线方案数组,**数量 = 所选发型数**。每个元素:
|
|
||||||
|
|
||||||
| 字段 | 类型 | 说明 |
|
|
||||||
|------|------|------|
|
|
||||||
| image_url | string | 发际线曲线**透明 PNG** URL(仅曲线,透明底,**不含人物**,需叠加原图显示) |
|
|
||||||
| grown_image_url | string | **生发后图片** URL(ComfyUI/Flux「植发 3 个月」效果图,完整人像照片) |
|
|
||||||
| hairline_type | string | 发际线类型 key |
|
|
||||||
| order | int | 排序序号 |
|
|
||||||
|
|
||||||
> ⚠️ 与接口 2 的区别:本接口使用 `add_hair2.json` 工作流(Flux-2 Klein 9b),输入/遮罩节点同为 26,
|
|
||||||
> SaveImage 输出节点为 75。
|
|
||||||
|
|
||||||
### 响应示例
|
|
||||||
|
|
||||||
```json
|
|
||||||
{
|
|
||||||
"code": 0,
|
|
||||||
"message": "success",
|
|
||||||
"request_id": "mock-request-id",
|
|
||||||
"data": {
|
|
||||||
"results": [
|
|
||||||
{
|
|
||||||
"image_url": "https://hair.xiangsilian.com/static/sample.jpg",
|
|
||||||
"grown_image_url": "https://hair.xiangsilian.com/static/sample.jpg",
|
|
||||||
"hairline_type": "ellipse",
|
|
||||||
"order": 1
|
|
||||||
}
|
|
||||||
]
|
|
||||||
}
|
|
||||||
}
|
|
||||||
```
|
|
||||||
|
|
||||||
---
|
|
||||||
|
|
||||||
## 汇总:输入输出一览
|
## 汇总:输入输出一览
|
||||||
|
|
||||||
| 接口 | 输入 | 主要输出 |
|
| 接口 | 输入 | 主要输出 |
|
||||||
@@ -572,7 +525,6 @@
|
|||||||
| 3 B 端生发 | 划线图片 | 最合适发际线图片 + 生发后图片 |
|
| 3 B 端生发 | 划线图片 | 最合适发际线图片 + 生发后图片 |
|
||||||
| 4 用户特征 | 用户照片 | 6 个用户特征字段(脸形/眉形/年龄/动静/性别/基因风格) |
|
| 4 用户特征 | 用户照片 | 6 个用户特征字段(脸形/眉形/年龄/动静/性别/基因风格) |
|
||||||
| 5 发际线 PNG | 用户照片 + gender + hair_style(多选) | 每个选中发型 middle/high/low 三档发际线叠图 + 生发图 + 最合适发际线面部中间点坐标 |
|
| 5 发际线 PNG | 用户照片 + gender + hair_style(多选) | 每个选中发型 middle/high/low 三档发际线叠图 + 生发图 + 最合适发际线面部中间点坐标 |
|
||||||
| 7 C 端生发 v2 | 用户照片 + gender + hair_style | 同接口2,使用 add_hair2.json 工作流 |
|
|
||||||
|
|
||||||
---
|
---
|
||||||
|
|
||||||
|
|||||||
@@ -202,7 +202,7 @@ def create_annotated_image(image_bgr, measure_result, ear_mask=None, hair_mask=N
|
|||||||
|
|
||||||
# --- 自适应尺寸:字号/线宽/虚线/箭头按短边缩放 ---
|
# --- 自适应尺寸:字号/线宽/虚线/箭头按短边缩放 ---
|
||||||
s = min(w, h)
|
s = min(w, h)
|
||||||
font_size = max(8, round(s * 0.017)) # 字体更小
|
font_size = max(9, round(s * 0.020)) # 字号上调一档
|
||||||
line_w = max(1, round(s * 0.0022))
|
line_w = max(1, round(s * 0.0022))
|
||||||
dash_len = max(4, round(s * 0.008))
|
dash_len = max(4, round(s * 0.008))
|
||||||
gap_len = max(2, round(dash_len * 0.7)) # 虚线更稠密(间隙<划线)
|
gap_len = max(2, round(dash_len * 0.7)) # 虚线更稠密(间隙<划线)
|
||||||
@@ -212,7 +212,11 @@ def create_annotated_image(image_bgr, measure_result, ear_mask=None, hair_mask=N
|
|||||||
|
|
||||||
buf = np.zeros((h, w, 4), dtype=np.uint8)
|
buf = np.zeros((h, w, 4), dtype=np.uint8)
|
||||||
|
|
||||||
if variant == "v6":
|
# 发际线弃用(hairline_discarded):保留头顶横线,去掉发际线横线,
|
||||||
|
# 也不标顶/上庭(缺发际线作边界,算不出)。横线 = 头顶/眉心/鼻翼下缘/下巴尖。
|
||||||
|
if getattr(measure_result, "hairline_discarded", False):
|
||||||
|
order = ["hair_top", "brow_center", "nose_bottom", "chin_tip"]
|
||||||
|
elif variant == "v6":
|
||||||
order = ["hairline", "brow_center", "nose_bottom", "chin_tip"]
|
order = ["hairline", "brow_center", "nose_bottom", "chin_tip"]
|
||||||
else:
|
else:
|
||||||
order = ["hair_top", "hairline", "brow_center", "nose_bottom", "chin_tip"]
|
order = ["hair_top", "hairline", "brow_center", "nose_bottom", "chin_tip"]
|
||||||
@@ -239,7 +243,7 @@ def create_annotated_image(image_bgr, measure_result, ear_mask=None, hair_mask=N
|
|||||||
face_cx = (fx0 + fx1) / 2
|
face_cx = (fx0 + fx1) / 2
|
||||||
over = max(6, round(s * 0.030)) # 线超出包围盒的长度(参考图风格)
|
over = max(6, round(s * 0.030)) # 线超出包围盒的长度(参考图风格)
|
||||||
face_half = (fx1 - fx0) / 2 + over # 横线超出最外侧竖线一点
|
face_half = (fx1 - fx0) / 2 + over # 横线超出最外侧竖线一点
|
||||||
# v6 竖线纵向范围 = 发际线→下巴尖(不超出);v1 = 头顶→下巴尖并两端超出一点
|
# 竖线纵向范围:v6 = 发际线→下巴尖(不超出);v1(含发际线弃用)= 头顶→下巴尖并两端超出一点
|
||||||
v_top = fy0 if variant == "v6" else fy0 - over
|
v_top = fy0 if variant == "v6" else fy0 - over
|
||||||
v_bot = fy1 if variant == "v6" else fy1 + over
|
v_bot = fy1 if variant == "v6" else fy1 + over
|
||||||
|
|
||||||
@@ -255,6 +259,18 @@ def create_annotated_image(image_bgr, measure_result, ear_mask=None, hair_mask=N
|
|||||||
draw = ImageDraw.Draw(canvas)
|
draw = ImageDraw.Draw(canvas)
|
||||||
font = _load_font(font_size)
|
font = _load_font(font_size)
|
||||||
|
|
||||||
|
# --- 2b. 每条横线在「中间线段」(两内眼角之间)中点画原点突出 ---
|
||||||
|
# 注意:原点不在整条线的中点 face_cx,而在被竖线切出的中间段(左内眼角↔右内眼角)
|
||||||
|
# 的正中,即脸的竖直中轴附近、两内眼角连线中点。
|
||||||
|
li_x = pts["left_inner"][0]
|
||||||
|
ri_x = pts["right_inner"][0]
|
||||||
|
dot_cx = (li_x + ri_x) / 2
|
||||||
|
dot_r = max(2, round(s * 0.0045)) # 原点半径,与 arrow_size 同档自适应
|
||||||
|
for cy in ys:
|
||||||
|
x0, y0 = dot_cx - dot_r, cy - dot_r
|
||||||
|
x1, y1 = dot_cx + dot_r, cy + dot_r
|
||||||
|
draw.ellipse((x0, y0, x1, y1), fill=LINE_COLOR)
|
||||||
|
|
||||||
# --- 3a. 横线右侧:线名(头顶/发际线/眉心/鼻翼下缘/下巴尖),文字纵向居中对齐到线 ---
|
# --- 3a. 横线右侧:线名(头顶/发际线/眉心/鼻翼下缘/下巴尖),文字纵向居中对齐到线 ---
|
||||||
name_x = fx1 + over + pad # 移到横线右端外侧一点(往右)
|
name_x = fx1 + over + pad # 移到横线右端外侧一点(往右)
|
||||||
for i, name in enumerate(order):
|
for i, name in enumerate(order):
|
||||||
@@ -265,19 +281,28 @@ def create_annotated_image(image_bgr, measure_result, ear_mask=None, hair_mask=N
|
|||||||
draw.text((x, ys[i]), text, fill=LINE_COLOR, font=font, anchor="lm")
|
draw.text((x, ys[i]), text, fill=LINE_COLOR, font=font, anchor="lm")
|
||||||
|
|
||||||
# --- 3b. 左侧四庭:名 + 数值两行(无 cm)+ 竖向虚线双箭头 ---
|
# --- 3b. 左侧四庭:名 + 数值两行(无 cm)+ 竖向虚线双箭头 ---
|
||||||
if variant == "v6":
|
# court_start:庭段在 order 里的起始索引。发际线弃用时 order 首位是头顶(无下界发际线,
|
||||||
|
# 顶/上庭不标),中庭从眉心开始 → 跳过 order[0]。
|
||||||
|
if getattr(measure_result, "hairline_discarded", False):
|
||||||
|
court_cm = [measure_result.middle_cm, measure_result.lower_cm]
|
||||||
|
court_name = ["中庭", "下庭"]
|
||||||
|
n_court = 2
|
||||||
|
court_start = 1
|
||||||
|
elif variant == "v6":
|
||||||
court_cm = [measure_result.upper_cm, measure_result.middle_cm, measure_result.lower_cm]
|
court_cm = [measure_result.upper_cm, measure_result.middle_cm, measure_result.lower_cm]
|
||||||
court_name = ["上庭", "中庭", "下庭"]
|
court_name = ["上庭", "中庭", "下庭"]
|
||||||
n_court = 3
|
n_court = 3
|
||||||
|
court_start = 0
|
||||||
else:
|
else:
|
||||||
court_cm = [measure_result.top_cm, measure_result.upper_cm,
|
court_cm = [measure_result.top_cm, measure_result.upper_cm,
|
||||||
measure_result.middle_cm, measure_result.lower_cm]
|
measure_result.middle_cm, measure_result.lower_cm]
|
||||||
court_name = ["顶庭", "上庭", "中庭", "下庭"]
|
court_name = ["顶庭", "上庭", "中庭", "下庭"]
|
||||||
n_court = 4
|
n_court = 4
|
||||||
|
court_start = 0
|
||||||
arrow_x = max(arrow_size + 1, fx0 - pad) # 竖箭头所在 x(脸左侧,贴近最左竖线)
|
arrow_x = max(arrow_size + 1, fx0 - pad) # 竖箭头所在 x(脸左侧,贴近最左竖线)
|
||||||
court_total = sum(court_cm) or 1.0 # 各庭占比分母 = 四庭(v6 三庭)之和
|
court_total = sum(court_cm) or 1.0 # 各庭占比分母 = 四庭(v6 三庭)之和
|
||||||
for i in range(n_court):
|
for i in range(n_court):
|
||||||
y_a, y_b = ys[i], ys[i + 1]
|
y_a, y_b = ys[court_start + i], ys[court_start + i + 1]
|
||||||
# 竖向虚线双箭头,覆盖该庭高度(略收一点避免压到横线)
|
# 竖向虚线双箭头,覆盖该庭高度(略收一点避免压到横线)
|
||||||
inset = min(arrow_size, (y_b - y_a) * 0.12)
|
inset = min(arrow_size, (y_b - y_a) * 0.12)
|
||||||
draw_dashed_line_with_arrows(
|
draw_dashed_line_with_arrows(
|
||||||
|
|||||||
@@ -18,6 +18,8 @@ RIGHT_EYE_INNER = 362 # 右眼内角
|
|||||||
RIGHT_EYE_OUTER = 263 # 右眼外角
|
RIGHT_EYE_OUTER = 263 # 右眼外角
|
||||||
LEFT_CHEEK = 234 # 左脸颧弓(脸宽左端)
|
LEFT_CHEEK = 234 # 左脸颧弓(脸宽左端)
|
||||||
RIGHT_CHEEK = 454 # 右脸颧弓(脸宽右端)
|
RIGHT_CHEEK = 454 # 右脸颧弓(脸宽右端)
|
||||||
|
LEFT_POSITION = 21 # 左脸前侧定位点(脸颊/耳前区域,与 251 镜像)
|
||||||
|
RIGHT_POSITION = 251 # 右脸前侧定位点(与 21 镜像)
|
||||||
|
|
||||||
# --- 鼻尖(solvePnP 用,可选) ---
|
# --- 鼻尖(solvePnP 用,可选) ---
|
||||||
NOSE_TIP = 1 # 鼻尖(也有用 4 的版本)
|
NOSE_TIP = 1 # 鼻尖(也有用 4 的版本)
|
||||||
|
|||||||
@@ -12,9 +12,9 @@ from face_analysis.calibration import (
|
|||||||
estimate_scale_factor, normalized_to_pixel, pixel_distance, _lm_list,
|
estimate_scale_factor, normalized_to_pixel, pixel_distance, _lm_list,
|
||||||
)
|
)
|
||||||
from face_analysis.face_mesh_landmarks import (
|
from face_analysis.face_mesh_landmarks import (
|
||||||
GLABELLA_9, GLABELLA_151, NOSE_BOTTOM, CHIN_TIP,
|
GLABELLA_9, NOSE_BOTTOM, CHIN_TIP,
|
||||||
LEFT_EYE_OUTER, LEFT_EYE_INNER, RIGHT_EYE_INNER, RIGHT_EYE_OUTER,
|
LEFT_EYE_OUTER, LEFT_EYE_INNER, RIGHT_EYE_INNER, RIGHT_EYE_OUTER,
|
||||||
LEFT_CHEEK, RIGHT_CHEEK,
|
LEFT_CHEEK, RIGHT_CHEEK, LEFT_POSITION, RIGHT_POSITION,
|
||||||
)
|
)
|
||||||
from face_analysis.hair_segmenter import locate_hairline_by_segmentation
|
from face_analysis.hair_segmenter import locate_hairline_by_segmentation
|
||||||
|
|
||||||
@@ -24,10 +24,8 @@ _TOP_RATIO = 0.22 / 0.28 # 顶庭 ÷ 中庭(≈ 0.786)
|
|||||||
|
|
||||||
|
|
||||||
def _brow_center(lm, w, h):
|
def _brow_center(lm, w, h):
|
||||||
"""眉心 = 索引 9 / 151 中点。"""
|
"""眉心 = 索引 9(眉间上点)。"""
|
||||||
g9 = normalized_to_pixel(lm[GLABELLA_9], w, h)
|
return normalized_to_pixel(lm[GLABELLA_9], w, h)
|
||||||
g151 = normalized_to_pixel(lm[GLABELLA_151], w, h)
|
|
||||||
return (g9[0] + g151[0]) / 2, (g9[1] + g151[1]) / 2
|
|
||||||
|
|
||||||
|
|
||||||
def estimate_vertical_landmarks(landmarks, image_width, image_height):
|
def estimate_vertical_landmarks(landmarks, image_width, image_height):
|
||||||
@@ -144,21 +142,46 @@ def measure_seven_eyes(landmarks, image_width, image_height):
|
|||||||
}
|
}
|
||||||
|
|
||||||
|
|
||||||
|
def pt_or_none(vertical, name):
|
||||||
|
"""vertical dict 的点 → {"x","y"},值为 None 时返回 None。"""
|
||||||
|
v = vertical.get(name)
|
||||||
|
if v is None:
|
||||||
|
return None
|
||||||
|
return {"x": int(round(v[0])), "y": int(round(v[1]))}
|
||||||
|
|
||||||
|
|
||||||
class MeasureResult:
|
class MeasureResult:
|
||||||
"""测量结果,提供 to_response() 输出与接口文档同构的 data 字段。"""
|
"""测量结果,提供 to_response() 输出与接口文档同构的 data 字段。"""
|
||||||
|
|
||||||
def __init__(self, vertical, eyes, px_per_cm, hairline_source, head_pose):
|
# 发际线弃用阈值:发际线离头顶(顶庭)< 此值时判定分割不可靠,弃用发际线。
|
||||||
|
# hairline 与 hair_top 几乎重合(如稀疏头发中轴漏检只剩一小撮),说明发际线
|
||||||
|
# 定位无意义 → 顶/上庭置 null、标注图不画头顶/发际线。
|
||||||
|
HAIRLINE_DISCARD_TOP_CM = 0.7
|
||||||
|
|
||||||
|
def __init__(self, vertical, eyes, px_per_cm, hairline_source, head_pose,
|
||||||
|
landmarks=None, image_width=None, image_height=None):
|
||||||
self.vertical = vertical
|
self.vertical = vertical
|
||||||
self.eyes = eyes
|
self.eyes = eyes
|
||||||
self.px_per_cm = px_per_cm
|
self.px_per_cm = px_per_cm
|
||||||
self.hairline_source = hairline_source
|
self.hairline_source = hairline_source
|
||||||
self.head_pose = head_pose # (yaw, pitch, roll) 或 None
|
self.head_pose = head_pose # (yaw, pitch, roll) 或 None
|
||||||
|
# 原始 mediapipe 点集 + 图像尺寸,供 to_response 输出 21/251 号定位点
|
||||||
|
self.landmarks = landmarks
|
||||||
|
self.w = image_width
|
||||||
|
self.h = image_height
|
||||||
|
|
||||||
# 各庭厘米
|
# 各庭厘米
|
||||||
self.top_cm = vertical["top_court_px"] / px_per_cm
|
self.top_cm = vertical["top_court_px"] / px_per_cm
|
||||||
self.upper_cm = vertical["upper_court_px"] / px_per_cm
|
self.upper_cm = vertical["upper_court_px"] / px_per_cm
|
||||||
self.middle_cm = vertical["middle_court_px"] / px_per_cm
|
self.middle_cm = vertical["middle_court_px"] / px_per_cm
|
||||||
self.lower_cm = vertical["lower_court_px"] / px_per_cm
|
self.lower_cm = vertical["lower_court_px"] / px_per_cm
|
||||||
|
# 发际线弃用判定:顶庭(头顶→发际线)过小视为发际线贴近头顶、不可靠。
|
||||||
|
# 弃用时 hairline_source 改为 "discarded",face_total 只算中庭+下庭。
|
||||||
|
self.hairline_discarded = self.top_cm < self.HAIRLINE_DISCARD_TOP_CM
|
||||||
|
if self.hairline_discarded:
|
||||||
|
self.hairline_source = "discarded"
|
||||||
|
self.face_total_cm = self.middle_cm + self.lower_cm
|
||||||
|
else:
|
||||||
self.face_total_cm = self.top_cm + self.upper_cm + self.middle_cm + self.lower_cm
|
self.face_total_cm = self.top_cm + self.upper_cm + self.middle_cm + self.lower_cm
|
||||||
|
|
||||||
# 七眼厘米
|
# 七眼厘米
|
||||||
@@ -167,14 +190,45 @@ class MeasureResult:
|
|||||||
self.inter_eye_cm = eyes["inter_eye_distance_px"] / px_per_cm
|
self.inter_eye_cm = eyes["inter_eye_distance_px"] / px_per_cm
|
||||||
|
|
||||||
def to_response(self):
|
def to_response(self):
|
||||||
|
# 发际线弃用:顶/上庭相关字段置 null(保留键),ratio 分母只算中下庭;
|
||||||
|
# landmarks.hair_top/hairline 置 null。否则按四庭正常输出。
|
||||||
|
if self.hairline_discarded:
|
||||||
|
base_px = (self.vertical["middle_court_px"] + self.vertical["lower_court_px"])
|
||||||
|
data = {
|
||||||
|
"face_total_height_cm": round(self.face_total_cm, 2),
|
||||||
|
"four_courts": {
|
||||||
|
"top_court_cm": None,
|
||||||
|
"upper_court_cm": None,
|
||||||
|
"middle_court_cm": round(self.middle_cm, 2),
|
||||||
|
"lower_court_cm": round(self.lower_cm, 2),
|
||||||
|
"ratios": {
|
||||||
|
"top_court": None,
|
||||||
|
"upper_court": None,
|
||||||
|
"middle_court": round(self.vertical["middle_court_px"] / base_px, 3),
|
||||||
|
"lower_court": round(self.vertical["lower_court_px"] / base_px, 3),
|
||||||
|
},
|
||||||
|
},
|
||||||
|
"seven_eyes": {
|
||||||
|
"eye_width_cm": round(self.eye_width_cm, 2),
|
||||||
|
"face_width_cm": round(self.face_width_cm, 2),
|
||||||
|
"inter_eye_distance_cm": round(self.inter_eye_cm, 2),
|
||||||
|
"ratios": {
|
||||||
|
"eye_width": round(self.eyes["eye_width_px"] / self.eyes["face_width_px"], 3),
|
||||||
|
"inter_eye_distance": round(self.eyes["inter_eye_distance_px"] / self.eyes["face_width_px"], 3),
|
||||||
|
},
|
||||||
|
},
|
||||||
|
"landmarks": {
|
||||||
|
"hair_top": None,
|
||||||
|
"hairline": None,
|
||||||
|
"brow_center": pt_or_none(self.vertical, "brow_center"),
|
||||||
|
"nose_bottom": pt_or_none(self.vertical, "nose_bottom"),
|
||||||
|
"chin_tip": pt_or_none(self.vertical, "chin_tip"),
|
||||||
|
},
|
||||||
|
"hairline_source": self.hairline_source,
|
||||||
|
}
|
||||||
|
else:
|
||||||
total_px = (self.vertical["top_court_px"] + self.vertical["upper_court_px"]
|
total_px = (self.vertical["top_court_px"] + self.vertical["upper_court_px"]
|
||||||
+ self.vertical["middle_court_px"] + self.vertical["lower_court_px"])
|
+ self.vertical["middle_court_px"] + self.vertical["lower_court_px"])
|
||||||
fw_px = self.eyes["face_width_px"]
|
|
||||||
|
|
||||||
def pt(name):
|
|
||||||
x, y = self.vertical[name]
|
|
||||||
return {"x": int(round(x)), "y": int(round(y))}
|
|
||||||
|
|
||||||
data = {
|
data = {
|
||||||
"face_total_height_cm": round(self.face_total_cm, 2),
|
"face_total_height_cm": round(self.face_total_cm, 2),
|
||||||
"four_courts": {
|
"four_courts": {
|
||||||
@@ -194,19 +248,30 @@ class MeasureResult:
|
|||||||
"face_width_cm": round(self.face_width_cm, 2),
|
"face_width_cm": round(self.face_width_cm, 2),
|
||||||
"inter_eye_distance_cm": round(self.inter_eye_cm, 2),
|
"inter_eye_distance_cm": round(self.inter_eye_cm, 2),
|
||||||
"ratios": {
|
"ratios": {
|
||||||
"eye_width": round(self.eyes["eye_width_px"] / fw_px, 3),
|
"eye_width": round(self.eyes["eye_width_px"] / self.eyes["face_width_px"], 3),
|
||||||
"inter_eye_distance": round(self.eyes["inter_eye_distance_px"] / fw_px, 3),
|
"inter_eye_distance": round(self.eyes["inter_eye_distance_px"] / self.eyes["face_width_px"], 3),
|
||||||
},
|
},
|
||||||
},
|
},
|
||||||
"landmarks": {
|
"landmarks": {
|
||||||
"hair_top": pt("hair_top"),
|
"hair_top": pt_or_none(self.vertical, "hair_top"),
|
||||||
"hairline": pt("hairline"),
|
"hairline": pt_or_none(self.vertical, "hairline"),
|
||||||
"brow_center": pt("brow_center"),
|
"brow_center": pt_or_none(self.vertical, "brow_center"),
|
||||||
"nose_bottom": pt("nose_bottom"),
|
"nose_bottom": pt_or_none(self.vertical, "nose_bottom"),
|
||||||
"chin_tip": pt("chin_tip"),
|
"chin_tip": pt_or_none(self.vertical, "chin_tip"),
|
||||||
},
|
},
|
||||||
"hairline_source": self.hairline_source,
|
"hairline_source": self.hairline_source,
|
||||||
}
|
}
|
||||||
|
# left/right_position:mediapipe 21/251 号定位点(原图像素,与 landmarks 同坐标系)。
|
||||||
|
# landmarks 缺省(如测试直构 MeasureResult)时不输出,保持向后兼容。
|
||||||
|
if self.landmarks is not None and self.w and self.h:
|
||||||
|
lm = _lm_list(self.landmarks)
|
||||||
|
|
||||||
|
def _pt_lm(idx):
|
||||||
|
px, py = normalized_to_pixel(lm[idx], self.w, self.h)
|
||||||
|
return {"x": int(round(px)), "y": int(round(py))}
|
||||||
|
|
||||||
|
data["left_position"] = _pt_lm(LEFT_POSITION)
|
||||||
|
data["right_position"] = _pt_lm(RIGHT_POSITION)
|
||||||
if self.head_pose is not None:
|
if self.head_pose is not None:
|
||||||
yaw, pitch, roll = self.head_pose
|
yaw, pitch, roll = self.head_pose
|
||||||
data["head_pose"] = {
|
data["head_pose"] = {
|
||||||
@@ -220,7 +285,8 @@ def measure_face(landmarks, hair_mask, image_width, image_height, head_pose=None
|
|||||||
vertical, source = decide_vertical(landmarks, image_width, image_height, hair_mask)
|
vertical, source = decide_vertical(landmarks, image_width, image_height, hair_mask)
|
||||||
eyes = measure_seven_eyes(landmarks, image_width, image_height)
|
eyes = measure_seven_eyes(landmarks, image_width, image_height)
|
||||||
px_per_cm = estimate_scale_factor(landmarks, image_width, image_height)
|
px_per_cm = estimate_scale_factor(landmarks, image_width, image_height)
|
||||||
return MeasureResult(vertical, eyes, px_per_cm, source, head_pose)
|
return MeasureResult(vertical, eyes, px_per_cm, source, head_pose,
|
||||||
|
landmarks, image_width, image_height)
|
||||||
|
|
||||||
|
|
||||||
if __name__ == "__main__":
|
if __name__ == "__main__":
|
||||||
|
|||||||
@@ -29,7 +29,8 @@ import logging
|
|||||||
logger = logging.getLogger("hair.worker")
|
logger = logging.getLogger("hair.worker")
|
||||||
|
|
||||||
# 接口2 女性发型 key → change_hair hair_id(chang_*)映射:换发型+Flux-2 整帧重绘用。
|
# 接口2 女性发型 key → change_hair hair_id(chang_*)映射:换发型+Flux-2 整帧重绘用。
|
||||||
# 与接口12 final 的 5 型一一对应。
|
# 与接口12 final 的 5 型一一对应。female 6/7(bigflower/clasicalflower)无对应 LoRA,
|
||||||
|
# 走与男性一致的原生生发(ComfyUI add_hair)管线,故不在本表。
|
||||||
_FEMALE_KEY_TO_CHANG = {
|
_FEMALE_KEY_TO_CHANG = {
|
||||||
"ellipse": "chang_tuoyuan", # 椭圆
|
"ellipse": "chang_tuoyuan", # 椭圆
|
||||||
"flower": "chang_huaban", # 花瓣
|
"flower": "chang_huaban", # 花瓣
|
||||||
@@ -38,6 +39,16 @@ _FEMALE_KEY_TO_CHANG = {
|
|||||||
"wave": "chang_bolang", # 波浪
|
"wave": "chang_bolang", # 波浪
|
||||||
}
|
}
|
||||||
|
|
||||||
|
# 发际线贴图显式顺序表:决定 hair_style 序号(1-indexed)。
|
||||||
|
# 不再依赖文件名字母序——字母序会因新增/重命名文件而错位,破坏现有前端/客户端取值。
|
||||||
|
# key 须与 _gender_key 派生结果一致(已去空格):如 "inverse_arc"(源 man_ inverse_arc.png)、
|
||||||
|
# "Softpetal"(源 man_Soft petal.png,大写 S 保留)。表外未知 key 兜底排到末尾。
|
||||||
|
_HAIRSTYLE_ORDER = {
|
||||||
|
"female": ["ellipse", "flower", "heart", "straight", "wave",
|
||||||
|
"bigflower", "clasicalflower"], # 1..7
|
||||||
|
"male": ["ellipse", "inverse_arc", "m", "straight", "heart", "Softpetal"], # 1..6
|
||||||
|
}
|
||||||
|
|
||||||
_REPO = os.path.dirname(os.path.dirname(__file__))
|
_REPO = os.path.dirname(os.path.dirname(__file__))
|
||||||
_TEXTURE_DIR = os.path.join(_REPO, "hairline_texture")
|
_TEXTURE_DIR = os.path.join(_REPO, "hairline_texture")
|
||||||
_BLACK_TEXTURE_DIR = os.path.join(_REPO, "hairline_texture_black")
|
_BLACK_TEXTURE_DIR = os.path.join(_REPO, "hairline_texture_black")
|
||||||
@@ -123,10 +134,13 @@ def _gender_key(stem: str):
|
|||||||
|
|
||||||
|
|
||||||
def get_texture_map(level: str = "middle") -> dict:
|
def get_texture_map(level: str = "middle") -> dict:
|
||||||
"""扫描指定档位贴图目录建 {gender: [(key, path)]},按 key 排序、按档位缓存。
|
"""扫描指定档位贴图目录建 {gender: [(key, path)]},按显式顺序表排序、按档位缓存。
|
||||||
|
|
||||||
level:middle(默认) / high / low,分别对应 hairline_texture[/_high|/_low]。
|
level:middle(默认) / high / low,分别对应 hairline_texture[/_high|/_low]。
|
||||||
文件名规范化去空格(如 `man_ inverse_arc.png` → key `inverse_arc`)。
|
文件名规范化去空格(如 `man_ inverse_arc.png` → key `inverse_arc`)。
|
||||||
|
|
||||||
|
排序依据 _HAIRSTYLE_ORDER:表内 key 按表序、表外未知 key 兜底排到末尾(再按字母序),
|
||||||
|
保证新增/重命名文件不会打乱现有 hair_style 序号。
|
||||||
"""
|
"""
|
||||||
if level not in _TEXTURE_DIRS:
|
if level not in _TEXTURE_DIRS:
|
||||||
raise ValueError(f"hairline_level 必须是 middle/high/low,收到 {level!r}")
|
raise ValueError(f"hairline_level 必须是 middle/high/low,收到 {level!r}")
|
||||||
@@ -140,7 +154,9 @@ def get_texture_map(level: str = "middle") -> dict:
|
|||||||
if gender:
|
if gender:
|
||||||
mapping[gender].append((key, path))
|
mapping[gender].append((key, path))
|
||||||
for g in mapping:
|
for g in mapping:
|
||||||
mapping[g].sort(key=lambda kp: kp[0])
|
order = _HAIRSTYLE_ORDER.get(g, [])
|
||||||
|
idx = {k: i for i, k in enumerate(order)}
|
||||||
|
mapping[g].sort(key=lambda kp: (idx.get(kp[0], len(idx)), kp[0]))
|
||||||
_texture_maps[level] = mapping
|
_texture_maps[level] = mapping
|
||||||
return mapping
|
return mapping
|
||||||
|
|
||||||
@@ -203,7 +219,7 @@ def generate_grow_results(image_bgr: np.ndarray, gender: str, use_mask: bool = T
|
|||||||
workflow_path: str | None = None):
|
workflow_path: str | None = None):
|
||||||
"""指定发际线类型:发际线透明叠图(白线 RGBA) + 生发图(ComfyUI)。
|
"""指定发际线类型:发际线透明叠图(白线 RGBA) + 生发图(ComfyUI)。
|
||||||
|
|
||||||
hair_styles(1-indexed 列表):指定生成哪几张发际线(按贴图排序)。female: 1..5,male: 1..4。
|
hair_styles(1-indexed 列表):指定生成哪几张发际线(按贴图排序)。female: 1..7,male: 1..6。
|
||||||
为 None 时生成全部(兼容旧调用)。
|
为 None 时生成全部(兼容旧调用)。
|
||||||
use_mask(默认 True):是否启用 inpaint 遮罩,用于测试对比(同接口3)。
|
use_mask(默认 True):是否启用 inpaint 遮罩,用于测试对比(同接口3)。
|
||||||
False 时用**干净原图 + 空遮罩**送 ComfyUI(不烧黑色模板线)。
|
False 时用**干净原图 + 空遮罩**送 ComfyUI(不烧黑色模板线)。
|
||||||
@@ -273,15 +289,22 @@ def generate_grow_results(image_bgr: np.ndarray, gender: str, use_mask: bool = T
|
|||||||
|
|
||||||
|
|
||||||
def generate_grow_results_swap(image_bgr: np.ndarray, hair_styles: list[int] | None,
|
def generate_grow_results_swap(image_bgr: np.ndarray, hair_styles: list[int] | None,
|
||||||
redraw_defaults: dict):
|
redraw_defaults: dict,
|
||||||
"""接口2 女性专用:发际线透明叠图(同 generate_grow_results)+ 换发型重绘图。
|
redraw_max_side: int | None = None,
|
||||||
|
unet_name: str | None = None,
|
||||||
|
prompt: str | None = None):
|
||||||
|
"""接口2 女性专用:发际线透明叠图(同 generate_grow_results)+ 生发图。
|
||||||
|
|
||||||
grown 图来源(新流程):对每个选中发型把 female key 映射到 change_hair 的 chang_* hair_id,
|
生发图来源按发型分两路:
|
||||||
调 face_analysis.hairline_grow.generate_hairline_redraw(= 接口12 final 管线,参数用
|
- 换发型(chang_* 表内,1..5):female key → change_hair 的 chang_* hair_id,调
|
||||||
|
face_analysis.hairline_grow.generate_hairline_redraw(= 接口12 final 管线,参数用
|
||||||
redraw_defaults)拿到 ④ final(接缝融合基底)+ ⑤-② 纯红遮罩 PNG,再**后端直接调
|
redraw_defaults)拿到 ④ final(接缝融合基底)+ ⑤-② 纯红遮罩 PNG,再**后端直接调
|
||||||
ComfyUI**(0716add-hair-api.json 工作流)完成发际线带重绘,重绘结果作为生发图。
|
ComfyUI**(0716add-hair-api.json 工作流)完成发际线带重绘。
|
||||||
|
- 原生生发(表外,6/7 bigflower/clasicalflower 等):无对应 change_hair LoRA,改走与男性
|
||||||
|
一致的原生生发(ComfyUI add_hair),由 _grow_native_one 完成(黑模板 + inpaint 遮罩)。
|
||||||
|
|
||||||
overlay 仍是发际线曲线透明层(与 generate_grow_results 完全一致)。
|
overlay 仍是发际线曲线透明层(与 generate_grow_results 完全一致)。
|
||||||
|
prompt 仅用于原生生发分支(换发型分支的提示词由 redraw 流程内部固定)。
|
||||||
Returns: list[dict] {"hairline_type","order","overlay","grown_png"(jpg bytes 或 None)};
|
Returns: list[dict] {"hairline_type","order","overlay","grown_png"(jpg bytes 或 None)};
|
||||||
无人脸返回 None。单个发型换发型/重绘失败时 grown_png=None,不抛异常。
|
无人脸返回 None。单个发型换发型/重绘失败时 grown_png=None,不抛异常。
|
||||||
"""
|
"""
|
||||||
@@ -325,7 +348,10 @@ def generate_grow_results_swap(image_bgr: np.ndarray, hair_styles: list[int] | N
|
|||||||
grown_png = None
|
grown_png = None
|
||||||
chang_id = _FEMALE_KEY_TO_CHANG.get(key)
|
chang_id = _FEMALE_KEY_TO_CHANG.get(key)
|
||||||
if chang_id is None:
|
if chang_id is None:
|
||||||
logger.warning("接口2 换发型:female key=%s 无对应 chang_id,跳过生发图", key)
|
# 无对应 change_hair LoRA(如 bigflower/clasicalflower)→ 走与男性一致的原生生发
|
||||||
|
logger.info("接口2 女 key=%s 无 chang_id,走原生生发(ComfyUI add_hair)", key)
|
||||||
|
grown_png = _grow_native_one(image_bgr, ctx, white_path,
|
||||||
|
prompt=prompt, unet_name=unet_name)
|
||||||
else:
|
else:
|
||||||
try:
|
try:
|
||||||
import time as _t
|
import time as _t
|
||||||
@@ -394,15 +420,44 @@ def _grow_from_texture(image_bgr: np.ndarray, ctx: dict, white_path: str | None,
|
|||||||
return None
|
return None
|
||||||
|
|
||||||
|
|
||||||
|
def _grow_native_one(image_bgr: np.ndarray, ctx: dict, white_path: str,
|
||||||
|
prompt: str | None = None, unet_name: str | None = None):
|
||||||
|
"""对单个发际线做原生生发(ComfyUI add_hair),与男性 generate_grow_results 一致。
|
||||||
|
|
||||||
|
接口2 女性新发型(bigflower/clasicalflower 等)无对应 change_hair LoRA,改走此路径:
|
||||||
|
黑模板 → build_inpaint_mask → 限边(_prep_comfy_input)→ comfyui.run(front=True)。
|
||||||
|
失败返回 None,不抛异常。结果按限边前原图尺寸放大回原尺寸(仅展示对齐)。
|
||||||
|
"""
|
||||||
|
try:
|
||||||
|
h, w = image_bgr.shape[:2]
|
||||||
|
black = load_texture_rgba(_black_texture_path(white_path))
|
||||||
|
marked, mask = build_inpaint_mask(
|
||||||
|
image_bgr, ctx["landmarks"], ctx["parse_map"], ctx["points"], black)
|
||||||
|
m_s, msk_s, gsc = _prep_comfy_input(marked, mask)
|
||||||
|
buf = io.BytesIO()
|
||||||
|
compose_comfy_rgba(m_s, msk_s).save(buf, format="PNG", compress_level=1)
|
||||||
|
# front=True:接口2 时延敏感,插到 ComfyUI 队列最前
|
||||||
|
grown_png = comfyui.run(buf.getvalue(), prompt=prompt, front=True, unet_name=unet_name)
|
||||||
|
if gsc < 1.0 and grown_png:
|
||||||
|
grown_png = _upscale_png_to(grown_png, w, h)
|
||||||
|
return grown_png
|
||||||
|
except Exception as e: # noqa: BLE001 单张失败不拖垮整请求
|
||||||
|
logger.warning("接口2 女原生生发图失败:%s", e)
|
||||||
|
return None
|
||||||
|
|
||||||
|
|
||||||
def generate_hairline_pngs(image_bgr: np.ndarray, gender: str,
|
def generate_hairline_pngs(image_bgr: np.ndarray, gender: str,
|
||||||
hair_styles: list[int], use_mask: bool = True,
|
hair_styles: list[int], use_mask: bool = True,
|
||||||
prompt: str | None = None):
|
prompt: str | None = None,
|
||||||
|
generate_grow_image: bool = True):
|
||||||
"""接口5:对选中发型返回 middle/high/low 三档发际线透明叠图 + 生发图(同接口2)。
|
"""接口5:对选中发型返回 middle/high/low 三档发际线透明叠图 + 生发图(同接口2)。
|
||||||
|
|
||||||
入参同接口2:先选 gender,再多选 hair_styles(必填,1-indexed 按贴图排序)。
|
入参同接口2:先选 gender,再多选 hair_styles(必填,1-indexed 按贴图排序)。
|
||||||
每个选中发型返回三档叠图(middle/high/low,RGBA 透明层只含发际线曲线)与一张生发图;
|
每个选中发型返回三档叠图(middle/high/low,RGBA 透明层只含发际线曲线)与一张生发图;
|
||||||
三档贴图同名,生发黑模板固定取自 hairline_texture_black/(middle),故生发目标固定 middle 档。
|
三档贴图同名,生发黑模板固定取自 hairline_texture_black/(middle),故生发目标固定 middle 档。
|
||||||
use_mask/prompt:同接口2 的生发参数。
|
use_mask/prompt:同接口2 的生发参数。
|
||||||
|
generate_grow_image(默认 True):是否生成生发图(ComfyUI,最耗时)。False 时跳过生发,
|
||||||
|
各发型 grown_png 恒为 None,可大幅降低耗时(仅留三档发际线叠图与中心点)。
|
||||||
Returns: {"images":[{hairline_type,order,overlays:{middle,high,low}((H,W,4) RGBA 透明层),grown_png}],
|
Returns: {"images":[{hairline_type,order,overlays:{middle,high,low}((H,W,4) RGBA 透明层),grown_png}],
|
||||||
"best_centers":{"middle":(x,y),"high":(x,y),"low":(x,y)}};无人脸 None。
|
"best_centers":{"middle":(x,y),"high":(x,y),"low":(x,y)}};无人脸 None。
|
||||||
best_centers 取首个选中发型三档各自的发际线中点。
|
best_centers 取首个选中发型三档各自的发际线中点。
|
||||||
@@ -424,8 +479,9 @@ def generate_hairline_pngs(image_bgr: np.ndarray, gender: str,
|
|||||||
tex_by_level = {lv: get_texture_map(lv)[gender] for lv in _TEXTURE_DIRS}
|
tex_by_level = {lv: get_texture_map(lv)[gender] for lv in _TEXTURE_DIRS}
|
||||||
|
|
||||||
# use_mask=False:干净原图+空遮罩与贴图无关,只跑一次 ComfyUI,选中项复用
|
# use_mask=False:干净原图+空遮罩与贴图无关,只跑一次 ComfyUI,选中项复用
|
||||||
|
# generate_grow_image=False:完全跳过生发(最耗时),grown_png 恒为 None
|
||||||
shared_grown = None
|
shared_grown = None
|
||||||
if not use_mask:
|
if generate_grow_image and not use_mask:
|
||||||
shared_grown = _grow_from_texture(image_bgr, ctx, None, use_mask=False, prompt=prompt)
|
shared_grown = _grow_from_texture(image_bgr, ctx, None, use_mask=False, prompt=prompt)
|
||||||
|
|
||||||
def _center_of(overlay):
|
def _center_of(overlay):
|
||||||
@@ -444,9 +500,13 @@ def generate_hairline_pngs(image_bgr: np.ndarray, gender: str,
|
|||||||
for lv in _TEXTURE_DIRS:
|
for lv in _TEXTURE_DIRS:
|
||||||
white = load_texture_rgba(tex_by_level[lv][s - 1][1])
|
white = load_texture_rgba(tex_by_level[lv][s - 1][1])
|
||||||
overlays[lv] = build_overlay_layer(h, w, ctx["points"], ext_faces, uv, white)
|
overlays[lv] = build_overlay_layer(h, w, ctx["points"], ext_faces, uv, white)
|
||||||
# 生发:固定 middle 黑模板
|
# 生发:固定 middle 黑模板(generate_grow_image=False 时跳过,恒 None)
|
||||||
grown_png = shared_grown if not use_mask else \
|
if not generate_grow_image:
|
||||||
_grow_from_texture(image_bgr, ctx, mid_path, use_mask=True, prompt=prompt)
|
grown_png = None
|
||||||
|
elif not use_mask:
|
||||||
|
grown_png = shared_grown
|
||||||
|
else:
|
||||||
|
grown_png = _grow_from_texture(image_bgr, ctx, mid_path, use_mask=True, prompt=prompt)
|
||||||
images.append({"hairline_type": key, "order": s,
|
images.append({"hairline_type": key, "order": s,
|
||||||
"overlays": overlays, "grown_png": grown_png})
|
"overlays": overlays, "grown_png": grown_png})
|
||||||
# best_centers:首个选中发型三档(middle/high/low)发际线中点
|
# best_centers:首个选中发型三档(middle/high/low)发际线中点
|
||||||
|
|||||||
|
After Width: | Height: | Size: 7.0 KiB |
|
After Width: | Height: | Size: 7.0 KiB |
|
Before Width: | Height: | Size: 5.8 KiB After Width: | Height: | Size: 6.0 KiB |
|
Before Width: | Height: | Size: 6.3 KiB After Width: | Height: | Size: 6.6 KiB |
|
Before Width: | Height: | Size: 5.8 KiB After Width: | Height: | Size: 6.3 KiB |
|
Before Width: | Height: | Size: 5.5 KiB After Width: | Height: | Size: 5.7 KiB |
|
Before Width: | Height: | Size: 6.0 KiB After Width: | Height: | Size: 6.3 KiB |
|
Before Width: | Height: | Size: 5.8 KiB After Width: | Height: | Size: 5.6 KiB |
|
After Width: | Height: | Size: 6.9 KiB |
|
Before Width: | Height: | Size: 5.7 KiB After Width: | Height: | Size: 5.9 KiB |
|
After Width: | Height: | Size: 7.1 KiB |
|
Before Width: | Height: | Size: 5.5 KiB After Width: | Height: | Size: 5.7 KiB |
|
Before Width: | Height: | Size: 4.7 KiB After Width: | Height: | Size: 4.8 KiB |
|
After Width: | Height: | Size: 4.5 KiB |
|
After Width: | Height: | Size: 4.4 KiB |
|
Before Width: | Height: | Size: 3.8 KiB After Width: | Height: | Size: 3.8 KiB |
|
Before Width: | Height: | Size: 4.2 KiB After Width: | Height: | Size: 4.4 KiB |
|
Before Width: | Height: | Size: 3.9 KiB After Width: | Height: | Size: 4.1 KiB |
|
Before Width: | Height: | Size: 3.8 KiB After Width: | Height: | Size: 3.8 KiB |
|
Before Width: | Height: | Size: 4.1 KiB After Width: | Height: | Size: 4.3 KiB |
|
Before Width: | Height: | Size: 4.3 KiB After Width: | Height: | Size: 4.4 KiB |
|
After Width: | Height: | Size: 4.6 KiB |
|
Before Width: | Height: | Size: 3.8 KiB After Width: | Height: | Size: 4.0 KiB |
|
After Width: | Height: | Size: 4.6 KiB |
|
Before Width: | Height: | Size: 4.0 KiB After Width: | Height: | Size: 4.3 KiB |
|
Before Width: | Height: | Size: 3.4 KiB After Width: | Height: | Size: 3.6 KiB |
|
After Width: | Height: | Size: 7.0 KiB |
|
After Width: | Height: | Size: 7.0 KiB |
|
Before Width: | Height: | Size: 5.8 KiB After Width: | Height: | Size: 6.0 KiB |
|
Before Width: | Height: | Size: 6.3 KiB After Width: | Height: | Size: 6.5 KiB |
|
Before Width: | Height: | Size: 5.9 KiB After Width: | Height: | Size: 6.3 KiB |
|
Before Width: | Height: | Size: 5.7 KiB After Width: | Height: | Size: 5.7 KiB |
|
Before Width: | Height: | Size: 6.1 KiB After Width: | Height: | Size: 6.4 KiB |
|
Before Width: | Height: | Size: 5.8 KiB After Width: | Height: | Size: 5.7 KiB |
|
After Width: | Height: | Size: 6.8 KiB |
|
Before Width: | Height: | Size: 5.5 KiB After Width: | Height: | Size: 6.0 KiB |
|
After Width: | Height: | Size: 7.2 KiB |
|
Before Width: | Height: | Size: 5.4 KiB After Width: | Height: | Size: 5.8 KiB |
|
Before Width: | Height: | Size: 4.8 KiB After Width: | Height: | Size: 4.8 KiB |
|
After Width: | Height: | Size: 7.0 KiB |
|
After Width: | Height: | Size: 7.0 KiB |
|
Before Width: | Height: | Size: 5.8 KiB After Width: | Height: | Size: 5.9 KiB |
|
Before Width: | Height: | Size: 6.3 KiB After Width: | Height: | Size: 6.5 KiB |
|
Before Width: | Height: | Size: 5.9 KiB After Width: | Height: | Size: 6.3 KiB |
|
Before Width: | Height: | Size: 5.7 KiB After Width: | Height: | Size: 5.7 KiB |
|
Before Width: | Height: | Size: 6.2 KiB After Width: | Height: | Size: 6.3 KiB |
|
Before Width: | Height: | Size: 5.8 KiB After Width: | Height: | Size: 5.7 KiB |
|
After Width: | Height: | Size: 6.8 KiB |
|
Before Width: | Height: | Size: 5.5 KiB After Width: | Height: | Size: 6.0 KiB |
|
After Width: | Height: | Size: 7.2 KiB |
|
Before Width: | Height: | Size: 5.4 KiB After Width: | Height: | Size: 5.8 KiB |
|
Before Width: | Height: | Size: 4.8 KiB After Width: | Height: | Size: 4.8 KiB |
@@ -57,7 +57,6 @@
|
|||||||
<a href="#if4">接口4</a>
|
<a href="#if4">接口4</a>
|
||||||
<a href="#if5">接口5</a>
|
<a href="#if5">接口5</a>
|
||||||
<a href="#if6">接口6</a>
|
<a href="#if6">接口6</a>
|
||||||
<a href="#if7">接口7</a>
|
|
||||||
<a href="#errors">错误码</a>
|
<a href="#errors">错误码</a>
|
||||||
<a href="#test">在线测试</a>
|
<a href="#test">在线测试</a>
|
||||||
</div>
|
</div>
|
||||||
@@ -109,6 +108,8 @@
|
|||||||
<tr><td><code>landmarks</code></td><td>object</td><td>5 个关键点像素坐标:hair_top/hairline/brow_center/nose_bottom/chin_tip</td></tr>
|
<tr><td><code>landmarks</code></td><td>object</td><td>5 个关键点像素坐标:hair_top/hairline/brow_center/nose_bottom/chin_tip</td></tr>
|
||||||
<tr><td><code>hairline_source</code></td><td>string</td><td>发际线来源:<code>"segmentation"</code>(真实分割,可信度高)/ <code>"estimated"</code>(比例估算,可信度低)</td></tr>
|
<tr><td><code>hairline_source</code></td><td>string</td><td>发际线来源:<code>"segmentation"</code>(真实分割,可信度高)/ <code>"estimated"</code>(比例估算,可信度低)</td></tr>
|
||||||
<tr><td><code>head_pose</code></td><td>object</td><td>头部姿态角度:<code>{ yaw, pitch, roll }</code>(度),接近 0 表示正面照</td></tr>
|
<tr><td><code>head_pose</code></td><td>object</td><td>头部姿态角度:<code>{ yaw, pitch, roll }</code>(度),接近 0 表示正面照</td></tr>
|
||||||
|
<tr><td><code>left_position</code></td><td>object</td><td>MediaPipe 21 号关键点坐标(左脸定位点),原图像素:<code>{ x: number, y: number }</code></td></tr>
|
||||||
|
<tr><td><code>right_position</code></td><td>object</td><td>MediaPipe 251 号关键点坐标(右脸定位点,与 21 号镜像),原图像素:<code>{ x: number, y: number }</code></td></tr>
|
||||||
</table>
|
</table>
|
||||||
|
|
||||||
<p style="margin-top:12px;font-size:12px;color:#64748b">💡 前端把标注图叠加到原图上即可呈现测量效果(标注图白色线条 #FFFFFF,透明底)。</p>
|
<p style="margin-top:12px;font-size:12px;color:#64748b">💡 前端把标注图叠加到原图上即可呈现测量效果(标注图白色线条 #FFFFFF,透明底)。</p>
|
||||||
@@ -189,17 +190,17 @@ const { code, data } = await res.json();
|
|||||||
<div class="card" id="if4">
|
<div class="card" id="if4">
|
||||||
<h2>4. 用户特征分析 <span class="badge post">POST</span> <code>/api/v1/face/features</code></h2>
|
<h2>4. 用户特征分析 <span class="badge post">POST</span> <code>/api/v1/face/features</code></h2>
|
||||||
<div class="card-body">
|
<div class="card-body">
|
||||||
<p class="desc">上传照片 → 火山方舟豆包视觉模型分析 → 返回几十项面部特征(脸型/眉形/肤色/四季色彩…)。</p>
|
<p class="desc">上传照片 → 火山方舟豆包视觉模型分析 → 返回固定 6 项面部特征(脸型/眉形/面部年龄/动静类型/性别/基因风格)。</p>
|
||||||
|
|
||||||
<p><strong>入参</strong>:image_file / image_url / image_base64 三选一。无其他参数。</p>
|
<p><strong>入参</strong>:image_file / image_url / image_base64 三选一。无其他参数。</p>
|
||||||
|
|
||||||
<p style="margin-top:12px"><strong>data 字段</strong></p>
|
<p style="margin-top:12px"><strong>data 字段</strong></p>
|
||||||
<table>
|
<table>
|
||||||
<tr><th>字段</th><th>类型</th><th>说明</th></tr>
|
<tr><th>字段</th><th>类型</th><th>说明</th></tr>
|
||||||
<tr><td><code>features</code></td><td>string</td><td><strong>JSON 字符串</strong>(不是对象!客户端需 <code>JSON.parse()</code>)</td></tr>
|
<tr><td><code>features</code></td><td>string</td><td><strong>JSON 字符串</strong>(不是对象!客户端需 <code>JSON.parse()</code>)。解析后得到<strong>固定 6 个英文字段</strong></td></tr>
|
||||||
</table>
|
</table>
|
||||||
|
|
||||||
<p style="margin-top:8px"><strong>features 英文优先字段</strong>(其余中文字段同时返回,共~42个):</p>
|
<p style="margin-top:8px"><strong>features 字段</strong>(固定返回 6 个):</p>
|
||||||
<table>
|
<table>
|
||||||
<tr><th>字段</th><th>说明</th><th>字段</th><th>说明</th></tr>
|
<tr><th>字段</th><th>说明</th><th>字段</th><th>说明</th></tr>
|
||||||
<tr><td>face_shape</td><td>脸型</td><td>eyebrow_shape</td><td>眉形</td></tr>
|
<tr><td>face_shape</td><td>脸型</td><td>eyebrow_shape</td><td>眉形</td></tr>
|
||||||
@@ -214,7 +215,7 @@ const { code, data } = await res.json();
|
|||||||
const { code, data } = await res.json();
|
const { code, data } = await res.json();
|
||||||
const features = JSON.parse(data.features); // ← 注意:data.features 是字符串!
|
const features = JSON.parse(data.features); // ← 注意:data.features 是字符串!
|
||||||
console.log(features.face_shape); // "鹅蛋脸"
|
console.log(features.face_shape); // "鹅蛋脸"
|
||||||
console.log(features['四季色彩季型']); // "冷夏型"(中文字段也保留)</pre>
|
console.log(features.gene_style); // "自然型"</pre>
|
||||||
</div>
|
</div>
|
||||||
</div>
|
</div>
|
||||||
|
|
||||||
@@ -230,12 +231,13 @@ console.log(features['四季色彩季型']); // "冷夏型"(中文字段也保
|
|||||||
<tr><td>image_file / image_url / image_base64</td><td>—</td><td>三选一</td><td>用户正面照</td></tr>
|
<tr><td>image_file / image_url / image_base64</td><td>—</td><td>三选一</td><td>用户正面照</td></tr>
|
||||||
<tr><td>gender</td><td>string</td><td>✅ 必填</td><td><code>"male"</code> / <code>"female"</code></td></tr>
|
<tr><td>gender</td><td>string</td><td>✅ 必填</td><td><code>"male"</code> / <code>"female"</code></td></tr>
|
||||||
<tr><td>hair_style</td><td>string</td><td>✅ 必填</td><td>发型序号,逗号分隔多选(如 <code>1,2,3</code>)。缺失/越界返回 1007</td></tr>
|
<tr><td>hair_style</td><td>string</td><td>✅ 必填</td><td>发型序号,逗号分隔多选(如 <code>1,2,3</code>)。缺失/越界返回 1007</td></tr>
|
||||||
|
<tr><td>generate_grow_image</td><td>bool</td><td>否</td><td>是否生成生发效果图(ComfyUI 生发,全流程最耗时),默认 <code>true</code>。传 <code>false</code> 时跳过生发,各发型 <code>grown_image_url</code> 恒为 <code>null</code>,仅返回三档发际线叠图与中心点,大幅降低耗时</td></tr>
|
||||||
</table>
|
</table>
|
||||||
|
|
||||||
<p style="margin-top:12px"><strong>data 字段</strong></p>
|
<p style="margin-top:12px"><strong>data 字段</strong></p>
|
||||||
<table>
|
<table>
|
||||||
<tr><th>字段</th><th>类型</th><th>说明</th></tr>
|
<tr><th>字段</th><th>类型</th><th>说明</th></tr>
|
||||||
<tr><td><code>hairline_images[]</code></td><td>object[]</td><td>选中发型列表,每项含 <code>hairline_type</code>、<code>image_middle_url</code>/<code>image_high_url</code>/<code>image_low_url</code> 三档<strong>透明 PNG 叠图</strong>(仅曲线,需叠加原图)、<code>grown_image_url</code> 生发图(完整人像,失败为 null)、<code>order</code></td></tr>
|
<tr><td><code>hairline_images[]</code></td><td>object[]</td><td>选中发型列表,每项含 <code>hairline_type</code>、<code>image_middle_url</code>/<code>image_high_url</code>/<code>image_low_url</code> 三档<strong>透明 PNG 叠图</strong>(仅曲线,需叠加原图)、<code>grown_image_url</code> 生发图(完整人像,失败或 <code>generate_grow_image=false</code> 时为 null)、<code>order</code></td></tr>
|
||||||
<tr><td><code>best_hairline_center_point</code></td><td>object \| null</td><td>首个选中发型 <strong>middle 档</strong>发际线中心点像素坐标 <code>{ x: number, y: number }</code></td></tr>
|
<tr><td><code>best_hairline_center_point</code></td><td>object \| null</td><td>首个选中发型 <strong>middle 档</strong>发际线中心点像素坐标 <code>{ x: number, y: number }</code></td></tr>
|
||||||
<tr><td><code>high_hairline_center_point</code></td><td>object \| null</td><td>同上,<strong>high 档</strong>发际线中点(发际线偏高,y 更小)</td></tr>
|
<tr><td><code>high_hairline_center_point</code></td><td>object \| null</td><td>同上,<strong>high 档</strong>发际线中点(发际线偏高,y 更小)</td></tr>
|
||||||
<tr><td><code>low_hairline_center_point</code></td><td>object \| null</td><td>同上,<strong>low 档</strong>发际线中点(发际线偏低,y 更大)</td></tr>
|
<tr><td><code>low_hairline_center_point</code></td><td>object \| null</td><td>同上,<strong>low 档</strong>发际线中点(发际线偏低,y 更大)</td></tr>
|
||||||
@@ -251,6 +253,8 @@ console.log(features['四季色彩季型']); // "冷夏型"(中文字段也保
|
|||||||
<tr><td><code>landmarks</code></td><td>object</td><td>5 个关键点像素坐标:hair_top/hairline/brow_center/nose_bottom/chin_tip</td></tr>
|
<tr><td><code>landmarks</code></td><td>object</td><td>5 个关键点像素坐标:hair_top/hairline/brow_center/nose_bottom/chin_tip</td></tr>
|
||||||
<tr><td><code>hairline_source</code></td><td>string</td><td>发际线来源:<code>"segmentation"</code>(真实分割)/ <code>"estimated"</code>(比例估算)</td></tr>
|
<tr><td><code>hairline_source</code></td><td>string</td><td>发际线来源:<code>"segmentation"</code>(真实分割)/ <code>"estimated"</code>(比例估算)</td></tr>
|
||||||
<tr><td><code>head_pose</code></td><td>object</td><td>头部姿态角度:<code>{ yaw, pitch, roll }</code>(度)</td></tr>
|
<tr><td><code>head_pose</code></td><td>object</td><td>头部姿态角度:<code>{ yaw, pitch, roll }</code>(度)</td></tr>
|
||||||
|
<tr><td><code>left_position</code></td><td>object</td><td>MediaPipe 21 号关键点坐标(左脸定位点),原图像素:<code>{ x: number, y: number }</code></td></tr>
|
||||||
|
<tr><td><code>right_position</code></td><td>object</td><td>MediaPipe 251 号关键点坐标(右脸定位点,与 21 号镜像),原图像素:<code>{ x: number, y: number }</code></td></tr>
|
||||||
</table>
|
</table>
|
||||||
|
|
||||||
<p style="margin-top:12px;font-size:12px;color:#64748b">💡 前端无需额外请求接口1 即可拿到四庭七眼测量数值;<code>face_measure</code> 为 <code>null</code> 时(角度过大/无人脸等)仅隐藏测量区块,发际线结果照常展示。</p>
|
<p style="margin-top:12px;font-size:12px;color:#64748b">💡 前端无需额外请求接口1 即可拿到四庭七眼测量数值;<code>face_measure</code> 为 <code>null</code> 时(角度过大/无人脸等)仅隐藏测量区块,发际线结果照常展示。</p>
|
||||||
@@ -282,41 +286,12 @@ console.log(features['四季色彩季型']); // "冷夏型"(中文字段也保
|
|||||||
<tr><td><code>four_courts</code></td><td>object</td><td>三庭:upper/middle/lower,各含 _cm 和 ratios(<strong>无 top_court</strong>)</td></tr>
|
<tr><td><code>four_courts</code></td><td>object</td><td>三庭:upper/middle/lower,各含 _cm 和 ratios(<strong>无 top_court</strong>)</td></tr>
|
||||||
<tr><td><code>seven_eyes</code></td><td>object</td><td>七眼:<code>eye_width_cm</code>/<code>face_width_cm</code>/<code>inter_eye_distance_cm</code> + <code>ratios</code> + <strong><code>eye2</code>~<code>eye6</code></strong>(左脸颊/左眼/两眼间距/右眼/右脸颊,5 段宽度 cm;<strong>无 eye1/eye7</strong>)</td></tr>
|
<tr><td><code>seven_eyes</code></td><td>object</td><td>七眼:<code>eye_width_cm</code>/<code>face_width_cm</code>/<code>inter_eye_distance_cm</code> + <code>ratios</code> + <strong><code>eye2</code>~<code>eye6</code></strong>(左脸颊/左眼/两眼间距/右眼/右脸颊,5 段宽度 cm;<strong>无 eye1/eye7</strong>)</td></tr>
|
||||||
<tr><td><code>landmarks</code></td><td>object</td><td>4 个关键点:hairline/brow_center/nose_bottom/chin_tip(<strong>无 hair_top</strong>)</td></tr>
|
<tr><td><code>landmarks</code></td><td>object</td><td>4 个关键点:hairline/brow_center/nose_bottom/chin_tip(<strong>无 hair_top</strong>)</td></tr>
|
||||||
|
<tr><td><code>left_position</code></td><td>object</td><td>MediaPipe 21 号关键点坐标(左脸定位点),原图像素:<code>{ x: number, y: number }</code></td></tr>
|
||||||
|
<tr><td><code>right_position</code></td><td>object</td><td>MediaPipe 251 号关键点坐标(右脸定位点,与 21 号镜像),原图像素:<code>{ x: number, y: number }</code></td></tr>
|
||||||
</table>
|
</table>
|
||||||
</div>
|
</div>
|
||||||
</div>
|
</div>
|
||||||
|
|
||||||
<!-- ======== 接口7 ======== -->
|
|
||||||
<div class="card" id="if7">
|
|
||||||
<h2>7. C端生发 v2 <span class="badge post">POST</span> <code>/api/v1/hair/grow-v2</code> <span class="badge warn">v2</span></h2>
|
|
||||||
<div class="card-body">
|
|
||||||
<p class="desc">功能与<a href="#if2">接口2</a>完全一致,仅 ComfyUI 工作流不同——使用 <code>add_hair2.json</code> 替代 <code>add_hair.json</code>(Flux-2 Klein 9b)。</p>
|
|
||||||
|
|
||||||
<p><strong>入参</strong></p>
|
|
||||||
<table>
|
|
||||||
<tr><th>参数</th><th>类型</th><th>必填</th><th>说明</th></tr>
|
|
||||||
<tr><td>image_file / image_url / image_base64</td><td>—</td><td>三选一</td><td>用户正面照</td></tr>
|
|
||||||
<tr><td>gender</td><td>string</td><td>✅ 必填</td><td><code>"male"</code> / <code>"female"</code></td></tr>
|
|
||||||
<tr><td>hair_style</td><td>int</td><td>✅ 必填</td><td>发型序号。female: 1~5,male: 1~4</td></tr>
|
|
||||||
</table>
|
|
||||||
|
|
||||||
<p style="margin-top:12px"><strong>data.results[] 元素</strong>(同接口2)</p>
|
|
||||||
<table>
|
|
||||||
<tr><th>字段</th><th>类型</th><th>说明</th></tr>
|
|
||||||
<tr><td><code>image_url</code></td><td>string</td><td>发际线曲线<strong>透明 PNG</strong>(仅曲线,需叠加原图显示,同接口2)</td></tr>
|
|
||||||
<tr><td><code>grown_image_url</code></td><td>string</td><td>生发后效果图(完整人像)⚠ 可空</td></tr>
|
|
||||||
<tr><td><code>hairline_type</code></td><td>string</td><td>发际线类型 key</td></tr>
|
|
||||||
<tr><td><code>order</code></td><td>int</td><td>排序</td></tr>
|
|
||||||
</table>
|
|
||||||
|
|
||||||
<p style="margin-top:8px;font-size:12px;color:#64748b">
|
|
||||||
Female 5 种:ellipse/flower/heart/straight/wave |
|
|
||||||
Male 4 种:ellipse/m/straight/inverse_arc<br>
|
|
||||||
⚠ 工作流: add_hair2.json(Flux-2 Klein 9b),输入节点 26,输出节点 75。
|
|
||||||
</p>
|
|
||||||
</div>
|
|
||||||
</div>
|
|
||||||
|
|
||||||
<!-- ======== 错误码 ======== -->
|
<!-- ======== 错误码 ======== -->
|
||||||
<div class="card" id="errors">
|
<div class="card" id="errors">
|
||||||
<h2>⚠ 错误码</h2>
|
<h2>⚠ 错误码</h2>
|
||||||
@@ -326,12 +301,14 @@ console.log(features['四季色彩季型']); // "冷夏型"(中文字段也保
|
|||||||
<tr><td>1001</td><td>无法识别人像</td><td>未检测到人脸</td></tr>
|
<tr><td>1001</td><td>无法识别人像</td><td>未检测到人脸</td></tr>
|
||||||
|
|
||||||
<tr><td>1003</td><td>角度问题,非正面照</td><td>非正面 / 角度过大</td></tr>
|
<tr><td>1003</td><td>角度问题,非正面照</td><td>非正面 / 角度过大</td></tr>
|
||||||
|
<tr><td>1004</td><td>gender 必填且只能为 male / female</td><td>接口2/5 的 <code>gender</code> 缺失或非法</td></tr>
|
||||||
<tr><td>1005</td><td>检测到多张人脸</td><td>仅支持单人</td></tr>
|
<tr><td>1005</td><td>检测到多张人脸</td><td>仅支持单人</td></tr>
|
||||||
|
|
||||||
<tr><td>1007</td><td>图片参数错误 / 后端不可用</td><td>参数传错 / 服务繁忙请稍后重试</td></tr>
|
<tr><td>1007</td><td>图片参数错误 / 后端不可用</td><td>参数传错 / 服务繁忙请稍后重试</td></tr>
|
||||||
<tr><td>1008</td><td>图片格式不支持</td><td>非 JPG/PNG / base64 解码失败</td></tr>
|
<tr><td>1008</td><td>图片格式不支持</td><td>非 JPG/PNG / base64 解码失败</td></tr>
|
||||||
|
<tr><td>1009</td><td>未授权</td><td>缺少或错误的 <code>X-Internal-Token</code>(<code>/api/*</code> 路径鉴权)</td></tr>
|
||||||
</table>
|
</table>
|
||||||
<p style="font-size:12px;color:#94a3b8;margin-top:8px">1004 已废弃(接口2 不再自动判性别,改由客户端传 gender 参数)。</p>
|
<p style="font-size:12px;color:#94a3b8;margin-top:8px">注:1004 仍在使用(接口2/5 的 gender 校验);接口7(grow-v2)已弃用,请改用接口2。</p>
|
||||||
</div>
|
</div>
|
||||||
</div>
|
</div>
|
||||||
|
|
||||||
@@ -344,10 +321,9 @@ console.log(features['四季色彩季型']); // "冷夏型"(中文字段也保
|
|||||||
<tr><td>1. 四庭七眼</td><td><a href="/static/test_interface1.html" class="link">/static/test_interface1.html</a></td><td>上传照片 → 原图+标注叠加,底图/标注开关,指标卡片</td></tr>
|
<tr><td>1. 四庭七眼</td><td><a href="/static/test_interface1.html" class="link">/static/test_interface1.html</a></td><td>上传照片 → 原图+标注叠加,底图/标注开关,指标卡片</td></tr>
|
||||||
<tr><td>2. C端生发</td><td><a href="/static/test_interface2.html" class="link">/static/test_interface2.html</a></td><td>上传+性别 → 方案一覧(原图/叠加/生发),双图对比</td></tr>
|
<tr><td>2. C端生发</td><td><a href="/static/test_interface2.html" class="link">/static/test_interface2.html</a></td><td>上传+性别 → 方案一覧(原图/叠加/生发),双图对比</td></tr>
|
||||||
<tr><td>3. B端生发</td><td><a href="/static/test_interface3.html" class="link">/static/test_interface3.html</a></td><td>划线图上传 → 生发效果图</td></tr>
|
<tr><td>3. B端生发</td><td><a href="/static/test_interface3.html" class="link">/static/test_interface3.html</a></td><td>划线图上传 → 生发效果图</td></tr>
|
||||||
<tr><td>4. 用户特征</td><td><a href="/static/test_interface4.html" class="link">/static/test_interface4.html</a></td><td>上传照片 → 42项面部特征表格 + 原始JSON</td></tr>
|
<tr><td>4. 用户特征</td><td><a href="/static/test_interface4.html" class="link">/static/test_interface4.html</a></td><td>上传照片 → 6项面部特征 + 原始JSON</td></tr>
|
||||||
<tr><td>5. 发际线PNG</td><td><a href="/static/test_interface5.html" class="link">/static/test_interface5.html</a></td><td>上传+性别 → 发际线方案+中心点坐标</td></tr>
|
<tr><td>5. 发际线PNG</td><td><a href="/static/test_interface5.html" class="link">/static/test_interface5.html</a></td><td>上传+性别 → 发际线方案+中心点坐标</td></tr>
|
||||||
<tr><td>6. 四庭七眼 v2</td><td><a href="/static/test_interface6.html" class="link">/static/test_interface6.html</a></td><td>同接口1,去顶庭 · 竖线发际线→下巴 · 无头部端线</td></tr>
|
<tr><td>6. 四庭七眼 v2</td><td><a href="/static/test_interface6.html" class="link">/static/test_interface6.html</a></td><td>同接口1,去顶庭 · 竖线发际线→下巴 · 无头部端线</td></tr>
|
||||||
<tr><td>7. C端生发 v2</td><td><a href="/static/test_interface7.html" class="link">/static/test_interface7.html</a></td><td>同接口2,使用 add_hair2.json 工作流(Flux-2 Klein 9b)</td></tr>
|
|
||||||
</table>
|
</table>
|
||||||
<p style="font-size:12px;color:#94a3b8;margin-top:12px">
|
<p style="font-size:12px;color:#94a3b8;margin-top:12px">
|
||||||
完整 API 文档:<a href="/docs" class="link">/docs</a>(Swagger UI)
|
完整 API 文档:<a href="/docs" class="link">/docs</a>(Swagger UI)
|
||||||
|
|||||||
@@ -237,12 +237,16 @@ const HAIR_STYLES = {
|
|||||||
{ value:'3', label:'heart 心形' },
|
{ value:'3', label:'heart 心形' },
|
||||||
{ value:'4', label:'straight 直线形' },
|
{ value:'4', label:'straight 直线形' },
|
||||||
{ value:'5', label:'wave 波浪形' },
|
{ value:'5', label:'wave 波浪形' },
|
||||||
|
{ value:'6', label:'bigflower 大花瓣型' },
|
||||||
|
{ value:'7', label:'clasicalflower 古典花瓣型' },
|
||||||
],
|
],
|
||||||
male: [
|
male: [
|
||||||
{ value:'1', label:'ellipse 椭圆形' },
|
{ value:'1', label:'ellipse 椭圆形' },
|
||||||
{ value:'2', label:'inverse_arc 倒弧形' },
|
{ value:'2', label:'inverse_arc 倒弧形' },
|
||||||
{ value:'3', label:'m M形' },
|
{ value:'3', label:'m M形' },
|
||||||
{ value:'4', label:'straight 直线形' },
|
{ value:'4', label:'straight 直线形' },
|
||||||
|
{ value:'5', label:'heart 桃心形' },
|
||||||
|
{ value:'6', label:'Softpetal 柔和花瓣形' },
|
||||||
]
|
]
|
||||||
};
|
};
|
||||||
|
|
||||||
|
|||||||
@@ -101,7 +101,7 @@
|
|||||||
<div class="file-input"><input type="file" id="imageFile" accept="image/jpeg,image/png,.jpg,.jpeg,.png"></div>
|
<div class="file-input"><input type="file" id="imageFile" accept="image/jpeg,image/png,.jpg,.jpeg,.png"></div>
|
||||||
<div class="form-group">
|
<div class="form-group">
|
||||||
<label>性别</label>
|
<label>性别</label>
|
||||||
<select id="gender" onchange="onGenderChange()"><option value="female" selected>👩 Female(5种)</option><option value="male">👨 Male(4种)</option></select>
|
<select id="gender" onchange="onGenderChange()"><option value="female" selected>👩 Female(7种)</option><option value="male">👨 Male(6种)</option></select>
|
||||||
</div>
|
</div>
|
||||||
<div class="form-group" style="align-items:flex-start">
|
<div class="form-group" style="align-items:flex-start">
|
||||||
<label style="padding-top:3px">发型 *</label>
|
<label style="padding-top:3px">发型 *</label>
|
||||||
@@ -113,6 +113,12 @@
|
|||||||
</div>
|
</div>
|
||||||
</div>
|
</div>
|
||||||
</div>
|
</div>
|
||||||
|
<div class="form-group">
|
||||||
|
<label>生发效果图</label>
|
||||||
|
<label class="checkbox-inline" style="font-weight:normal;display:flex;align-items:center;gap:6px">
|
||||||
|
<input type="checkbox" id="genGrowImg" checked> generate_grow_image(默认开;关闭后跳过最耗时的生发,仅返回三档叠图与中心点)
|
||||||
|
</label>
|
||||||
|
</div>
|
||||||
<button class="btn btn-primary" id="submitBtn" onclick="submitTest()">🚀 提交</button>
|
<button class="btn btn-primary" id="submitBtn" onclick="submitTest()">🚀 提交</button>
|
||||||
<button class="btn btn-outline btn-sm" onclick="clearResults()">清除</button>
|
<button class="btn btn-outline btn-sm" onclick="clearResults()">清除</button>
|
||||||
</div>
|
</div>
|
||||||
@@ -168,12 +174,16 @@ const HAIR_STYLES = {
|
|||||||
{ value:'3', label:'3. heart 心形' },
|
{ value:'3', label:'3. heart 心形' },
|
||||||
{ value:'4', label:'4. straight 直线' },
|
{ value:'4', label:'4. straight 直线' },
|
||||||
{ value:'5', label:'5. wave 波浪' },
|
{ value:'5', label:'5. wave 波浪' },
|
||||||
|
{ value:'6', label:'6. bigflower 大花瓣型' },
|
||||||
|
{ value:'7', label:'7. clasicalflower 古典花瓣型' },
|
||||||
],
|
],
|
||||||
male: [
|
male: [
|
||||||
{ value:'1', label:'1. ellipse 椭圆' },
|
{ value:'1', label:'1. ellipse 椭圆' },
|
||||||
{ value:'2', label:'2. inverse_arc 倒弧' },
|
{ value:'2', label:'2. inverse_arc 倒弧' },
|
||||||
{ value:'3', label:'3. m M形' },
|
{ value:'3', label:'3. m M形' },
|
||||||
{ value:'4', label:'4. straight 直线' },
|
{ value:'4', label:'4. straight 直线' },
|
||||||
|
{ value:'5', label:'5. heart 桃心形' },
|
||||||
|
{ value:'6', label:'6. Softpetal 柔和花瓣形' },
|
||||||
]
|
]
|
||||||
};
|
};
|
||||||
|
|
||||||
@@ -206,7 +216,7 @@ async function submitTest() {
|
|||||||
$('submitBtn').disabled = true; $('submitBtn').textContent = '⏳ ...';
|
$('submitBtn').disabled = true; $('submitBtn').textContent = '⏳ ...';
|
||||||
setStatus('请求中...', 'info'); $('resultsArea').classList.add('hidden');
|
setStatus('请求中...', 'info'); $('resultsArea').classList.add('hidden');
|
||||||
|
|
||||||
const fd = new FormData(); fd.append('image_file', f); fd.append('gender', $('gender').value); fd.append('hair_style', checked.join(','));
|
const fd = new FormData(); fd.append('image_file', f); fd.append('gender', $('gender').value); fd.append('hair_style', checked.join(',')); fd.append('generate_grow_image', $('genGrowImg').checked ? 'true' : 'false');
|
||||||
const _reqStart = performance.now();
|
const _reqStart = performance.now();
|
||||||
try {
|
try {
|
||||||
const r = await fetch(API_BASE + '/api/v1/hairline/generate', { method:'POST', headers: { 'X-Internal-Token': 'dev-shared-secret-2026' }, body:fd });
|
const r = await fetch(API_BASE + '/api/v1/hairline/generate', { method:'POST', headers: { 'X-Internal-Token': 'dev-shared-secret-2026' }, body:fd });
|
||||||
|
|||||||