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add face tools to assets
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@@ -8,8 +8,9 @@ from starlette.datastructures import UploadFile
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import facefusion.choices
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from facefusion import ffmpeg, process_manager, state_manager
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from facefusion.face_creator import get_many_faces
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from facefusion.face_helper import warp_face_by_bounding_box
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from facefusion.filesystem import create_directory, get_file_extension, get_file_format, is_audio, is_image, is_video
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from facefusion.types import Face, ImageAsset, ImageMetadata, MediaType, VideoAsset, VisionFrame
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from facefusion.types import ImageAsset, ImageMetadata, MediaType, VideoAsset, VisionFrame
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from facefusion.vision import detect_image_resolution, fit_contain_frame, is_vision_frame, read_static_image, read_static_video_frame, unpack_resolution
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@@ -123,28 +124,16 @@ def capture_asset_frames(asset : ImageAsset | VideoAsset, frame_numbers : List[s
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return capture_vision_frames
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def crop_face_frame(vision_frame : VisionFrame, face : Face) -> VisionFrame:
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bounding_box = face.bounding_box.astype(int)
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start_x = max(0, bounding_box[0])
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start_y = max(0, bounding_box[1])
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end_x = min(vision_frame.shape[1], bounding_box[2])
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end_y = min(vision_frame.shape[0], bounding_box[3])
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crop_vision_frame = vision_frame[start_y:end_y, start_x:end_x]
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return crop_vision_frame
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def capture_asset_faces(asset : ImageAsset | VideoAsset, frame_numbers : List[str], resolution : str) -> List[VisionFrame]:
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capture_vision_frames = []
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temp_vision_frames = read_asset_frames(asset, frame_numbers)
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crop_size = unpack_resolution(resolution)
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for temp_vision_frame in temp_vision_frames:
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faces = get_many_faces([ temp_vision_frame ])
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for face in faces:
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crop_vision_frame = crop_face_frame(temp_vision_frame, face)
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if crop_vision_frame.shape[0] and crop_vision_frame.shape[1]:
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capture_vision_frame = fit_contain_frame(crop_vision_frame, unpack_resolution(resolution))
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capture_vision_frames.append(capture_vision_frame)
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capture_vision_frame, _ = warp_face_by_bounding_box(temp_vision_frame, face.bounding_box, crop_size)
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capture_vision_frames.append(capture_vision_frame)
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return capture_vision_frames
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