feat(接口2): C端生发发际线预览(真实实现,替换Mock)

第一步:按性别把发际线类型贴图渲染到照片,输出 N 张发际线叠加预览图。

- hairline/render.py: 解析 face_ext.obj(502 UV + 64 ribbon扩展面) + OpenCV 逐三角
  仿射 warp 渲染器;关键修复——face_ext.obj 是 OBJ序,用 INDEX_MAP_468 把 MP序
  502点重排成 OBJ序后再投影,否则 ribbon 会错贴到中脸
- hairline/service.py: FaceLandmarker+SegFormer 单例 + 性别贴图映射(扫描去空格)
  + generate_previews 管线(female5/male4)
- 集成点修复: face_landmarks DEFAULT_MODEL_PATH 改 hairline/models/;
  constants HF_FACE_PARSER_MODEL 改本地路径(离线)
- app.py: /api/v1/hair/grow 接真实实现,gender 必填(非法→1004),返回
  results[].image_base64(不落盘),校验/鉴权同接口1;lifespan 预热接口2单例;
  补 logging.basicConfig
- 依赖: transformers==4.45.2;SegFormer 权重走 hf-mirror 下载(见 OFFLINE_ASSETS)
- 测试: tests/test_hairline.py(mesh/重排/贴图映射) + test_api 接口2用例,31 全绿

注:SegFormer 受 5090/torch 限制走 CPU(~2.5s/张),换 cu128 可 SEG_DEVICE=cuda。

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
This commit is contained in:
xsl
2026-06-14 20:31:41 +08:00
co-authored by Claude Opus 4.8
parent 891bc0da8b
commit 554b64a916
9 changed files with 365 additions and 20 deletions
+6 -1
View File
@@ -162,4 +162,9 @@ PARSE_NECK_L = 16
PARSE_NECK = 17
PARSE_CLOTH = 18
HF_FACE_PARSER_MODEL = "jonathandinu/face-parsing"
# 内网/离线:指向本地权重目录(transformers from_pretrained 支持本地路径)。
# 在线 id 为 "jonathandinu/face-parsing",权重已放到 hairline/models/face-parsing/。
import os as _os
HF_FACE_PARSER_MODEL = _os.path.join(
_os.path.dirname(_os.path.abspath(__file__)), "models", "face-parsing"
)