2026-06-15 16:56:36 +08:00
|
|
|
|
from dataclasses import dataclass, field
|
|
|
|
|
|
from enum import Enum
|
2026-06-15 15:53:01 +08:00
|
|
|
|
from pathlib import Path
|
2026-06-15 16:56:36 +08:00
|
|
|
|
from typing import List, Optional
|
2026-06-15 15:53:01 +08:00
|
|
|
|
|
|
|
|
|
|
|
2026-06-15 16:56:36 +08:00
|
|
|
|
# ---------------------------------------------------------------------------
|
|
|
|
|
|
# 素材
|
|
|
|
|
|
# ---------------------------------------------------------------------------
|
|
|
|
|
|
|
2026-06-15 15:53:01 +08:00
|
|
|
|
@dataclass
|
|
|
|
|
|
class ImageAsset:
|
2026-06-15 16:56:36 +08:00
|
|
|
|
"""一张图片素材(衣服图或印花图)。"""
|
2026-06-15 15:53:01 +08:00
|
|
|
|
path: Path
|
2026-06-15 16:56:36 +08:00
|
|
|
|
selected: bool = True # 是否参与批量合成
|
2026-06-15 15:53:01 +08:00
|
|
|
|
|
|
|
|
|
|
|
2026-06-15 16:56:36 +08:00
|
|
|
|
# ---------------------------------------------------------------------------
|
|
|
|
|
|
# 印花变换状态
|
|
|
|
|
|
# ---------------------------------------------------------------------------
|
|
|
|
|
|
|
2026-06-15 15:53:01 +08:00
|
|
|
|
@dataclass
|
|
|
|
|
|
class TransformState:
|
2026-06-15 16:56:36 +08:00
|
|
|
|
"""印花在衣服原图像素坐标系中的变换参数。
|
|
|
|
|
|
|
|
|
|
|
|
x/y: 未旋转包围盒左上角坐标(原图像素)。
|
|
|
|
|
|
width/height: 缩放后尺寸(原图像素)。
|
|
|
|
|
|
rotation: 围绕印花中心旋转角度(度)。
|
|
|
|
|
|
"""
|
|
|
|
|
|
x: float = 0.0
|
|
|
|
|
|
y: float = 0.0
|
|
|
|
|
|
width: float = 0.0
|
|
|
|
|
|
height: float = 0.0
|
|
|
|
|
|
rotation: float = 0.0
|
2026-06-15 15:53:01 +08:00
|
|
|
|
keep_aspect_ratio: bool = True
|
2026-06-15 16:56:36 +08:00
|
|
|
|
|
|
|
|
|
|
def center(self):
|
|
|
|
|
|
"""返回印花中心坐标 (cx, cy)。"""
|
|
|
|
|
|
return self.x + self.width / 2.0, self.y + self.height / 2.0
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
# ---------------------------------------------------------------------------
|
|
|
|
|
|
# 模板
|
|
|
|
|
|
# ---------------------------------------------------------------------------
|
|
|
|
|
|
|
|
|
|
|
|
@dataclass
|
|
|
|
|
|
class Template:
|
|
|
|
|
|
"""可复用的合成参数模板,使用比例坐标适配任意尺寸衣服图。
|
|
|
|
|
|
|
|
|
|
|
|
x_ratio / y_ratio: 印花左上角相对于衣服宽高的比例。
|
|
|
|
|
|
width_ratio / height_ratio: 印花宽高相对于衣服宽高的比例。
|
|
|
|
|
|
type: "builtin" 为内置模板,"custom" 为用户自定义模板。
|
|
|
|
|
|
"""
|
|
|
|
|
|
name: str
|
|
|
|
|
|
x_ratio: float = 0.0
|
|
|
|
|
|
y_ratio: float = 0.0
|
|
|
|
|
|
width_ratio: float = 0.3
|
|
|
|
|
|
height_ratio: float = 0.3
|
|
|
|
|
|
rotation: float = 0.0
|
|
|
|
|
|
type: str = "custom" # "builtin" | "custom"
|
|
|
|
|
|
|
|
|
|
|
|
def to_transform_state(self, garment_width: float, garment_height: float) -> TransformState:
|
|
|
|
|
|
"""将比例参数转换为针对指定衣服尺寸的像素坐标 TransformState。"""
|
|
|
|
|
|
return TransformState(
|
|
|
|
|
|
x=self.x_ratio * garment_width,
|
|
|
|
|
|
y=self.y_ratio * garment_height,
|
|
|
|
|
|
width=self.width_ratio * garment_width,
|
|
|
|
|
|
height=self.height_ratio * garment_height,
|
|
|
|
|
|
rotation=self.rotation,
|
|
|
|
|
|
)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
# ---------------------------------------------------------------------------
|
|
|
|
|
|
# 导出选项
|
|
|
|
|
|
# ---------------------------------------------------------------------------
|
|
|
|
|
|
|
|
|
|
|
|
@dataclass
|
|
|
|
|
|
class ExportOptions:
|
|
|
|
|
|
"""单张或批量导出时的输出配置。"""
|
|
|
|
|
|
output_dir: str = "" # 空字符串 = 使用程序默认 output/ 目录
|
|
|
|
|
|
output_format: str = "PNG" # "PNG" | "JPG"
|
|
|
|
|
|
quality: int = 95 # JPG 质量 1-95,PNG 时忽略
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
# ---------------------------------------------------------------------------
|
|
|
|
|
|
# 批量选项
|
|
|
|
|
|
# ---------------------------------------------------------------------------
|
|
|
|
|
|
|
|
|
|
|
|
class BatchMode(str, Enum):
|
|
|
|
|
|
"""批量合成的配对模式。"""
|
|
|
|
|
|
ONE_TO_ONE = "one_to_one" # 一一匹配
|
|
|
|
|
|
MANY_GARMENTS = "many_garments" # 多衣服 × 单印花
|
|
|
|
|
|
MANY_PRINTS = "many_prints" # 单衣服 × 多印花
|
|
|
|
|
|
FULL_COMBO = "full_combo" # 全组合(矩阵)
|
|
|
|
|
|
|
|
|
|
|
|
|
2026-06-16 11:21:21 +08:00
|
|
|
|
class VisibilityStatus(str, Enum):
|
|
|
|
|
|
"""衣服目标区域与印花的可见度状态。"""
|
|
|
|
|
|
NORMAL = "正常"
|
|
|
|
|
|
LOW = "偏低"
|
|
|
|
|
|
UNCLEAR = "不明显"
|
|
|
|
|
|
UNKNOWN = "无法判断"
|
|
|
|
|
|
|
|
|
|
|
|
|
2026-06-15 16:56:36 +08:00
|
|
|
|
@dataclass
|
|
|
|
|
|
class BatchOptions:
|
|
|
|
|
|
"""批量任务配置。"""
|
|
|
|
|
|
mode: BatchMode = BatchMode.FULL_COMBO
|
|
|
|
|
|
export_options: ExportOptions = field(default_factory=ExportOptions)
|
|
|
|
|
|
|
|
|
|
|
|
|
2026-06-16 11:21:21 +08:00
|
|
|
|
@dataclass
|
|
|
|
|
|
class VisibilityResult:
|
|
|
|
|
|
"""衣服目标区域与印花颜色对比分析结果。"""
|
|
|
|
|
|
status: VisibilityStatus
|
|
|
|
|
|
score: float = 0.0
|
|
|
|
|
|
rgb_distance: float = 0.0
|
|
|
|
|
|
brightness_difference: float = 0.0
|
|
|
|
|
|
error: str = ""
|
|
|
|
|
|
|
|
|
|
|
|
|
2026-06-15 16:56:36 +08:00
|
|
|
|
# ---------------------------------------------------------------------------
|
|
|
|
|
|
# 合成结果
|
|
|
|
|
|
# ---------------------------------------------------------------------------
|
|
|
|
|
|
|
|
|
|
|
|
@dataclass
|
|
|
|
|
|
class ComposeResult:
|
|
|
|
|
|
"""单张合成任务的结果。"""
|
|
|
|
|
|
success: bool
|
|
|
|
|
|
garment_path: Optional[Path] = None
|
|
|
|
|
|
print_path: Optional[Path] = None
|
|
|
|
|
|
output_path: Optional[Path] = None # 成功时有效
|
|
|
|
|
|
error: str = "" # 失败时的错误说明
|
2026-06-16 11:21:21 +08:00
|
|
|
|
visibility: Optional[VisibilityResult] = None
|
2026-06-15 16:56:36 +08:00
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
@dataclass
|
|
|
|
|
|
class BatchResult:
|
|
|
|
|
|
"""批量合成任务的汇总结果。"""
|
|
|
|
|
|
results: List[ComposeResult] = field(default_factory=list)
|
|
|
|
|
|
total: int = 0
|
|
|
|
|
|
success_count: int = 0
|
|
|
|
|
|
failure_count: int = 0
|