Sebastian Krüger
800edc08ea
FastAPI wrapper around FaceFusion v3.5.3 submodule with: - Sync and async (job-based) processing endpoints - FaceFusion bridge with manual key registration and Lock-serialized processing - Multi-target Dockerfile (CPU + CUDA GPU) - Docker Compose configs for dev, prod-cpu, and prod-gpu - Gitea CI/CD workflow with dual image builds - All 11 FaceFusion processors supported via options API Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
115 lines
3.2 KiB
Python
115 lines
3.2 KiB
Python
from typing import Any, Dict, List, Optional
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from pydantic import BaseModel, Field
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class FaceSwapperOptions(BaseModel):
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model: str = 'hyperswap_1a_256'
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pixel_boost: Optional[str] = None
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weight: float = 0.5
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class FaceEnhancerOptions(BaseModel):
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model: str = 'gfpgan_1.4'
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blend: int = 80
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weight: float = 0.5
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class FaceEditorOptions(BaseModel):
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model: str = 'live_portrait'
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eyebrow_direction: Optional[float] = None
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eye_gaze_horizontal: Optional[float] = None
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eye_gaze_vertical: Optional[float] = None
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eye_open_ratio: Optional[float] = None
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lip_open_ratio: Optional[float] = None
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mouth_grim: Optional[float] = None
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mouth_pout: Optional[float] = None
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mouth_purse: Optional[float] = None
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mouth_smile: Optional[float] = None
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mouth_position_horizontal: Optional[float] = None
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mouth_position_vertical: Optional[float] = None
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head_pitch: Optional[float] = None
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head_yaw: Optional[float] = None
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head_roll: Optional[float] = None
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class LipSyncerOptions(BaseModel):
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model: str = 'wav2lip_96'
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class AgeModifierOptions(BaseModel):
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model: str = 'styleganex_age'
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direction: int = 0
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class ExpressionRestorerOptions(BaseModel):
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model: str = 'live_portrait'
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factor: int = 80
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class FrameEnhancerOptions(BaseModel):
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model: str = 'span_kendata_1x'
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blend: int = 80
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class FrameColorizerOptions(BaseModel):
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model: str = 'ddcolor'
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blend: int = 80
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size: str = '256x256'
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class BackgroundRemoverOptions(BaseModel):
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model: str = 'isnet_general_use'
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class FaceDetectorOptions(BaseModel):
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model: str = 'yolo_face'
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size: str = '640x640'
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score: float = 0.5
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class FaceSelectorOptions(BaseModel):
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mode: str = 'reference'
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order: str = 'large-small'
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gender: Optional[str] = None
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race: Optional[str] = None
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age_start: Optional[int] = None
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age_end: Optional[int] = None
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class OutputOptions(BaseModel):
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image_quality: int = 80
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image_scale: float = 1.0
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video_encoder: Optional[str] = None
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video_preset: str = 'veryfast'
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video_quality: int = 80
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video_scale: float = 1.0
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video_fps: Optional[float] = None
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audio_encoder: Optional[str] = None
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audio_quality: int = 80
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audio_volume: int = 100
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class ProcessingOptions(BaseModel):
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processors: List[str] = Field(default_factory=lambda: ['face_swapper'])
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face_swapper: Optional[FaceSwapperOptions] = None
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face_enhancer: Optional[FaceEnhancerOptions] = None
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face_editor: Optional[FaceEditorOptions] = None
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lip_syncer: Optional[LipSyncerOptions] = None
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age_modifier: Optional[AgeModifierOptions] = None
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expression_restorer: Optional[ExpressionRestorerOptions] = None
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frame_enhancer: Optional[FrameEnhancerOptions] = None
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frame_colorizer: Optional[FrameColorizerOptions] = None
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background_remover: Optional[BackgroundRemoverOptions] = None
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face_detector: Optional[FaceDetectorOptions] = None
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face_selector: Optional[FaceSelectorOptions] = None
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output: Optional[OutputOptions] = None
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execution_providers: Optional[List[str]] = None
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execution_thread_count: Optional[int] = None
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video_memory_strategy: Optional[str] = None
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class ProcessingResponse(BaseModel):
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output_path: str
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processing_time: float
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