ComfyUI-Deepface

DeepfaceAnalyze

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Deepface · 1 entrada · 2 parámetros · 1 salida

DeepfaceExtractFaces

Given a set of input images, outputs the cropped detected faces from each image. Each image is resized to the target size. If no face is detected in the image, will output the original image, resized to the target face size. - Inputs: - images: The input images to extract faces from. - targetfacesize: The size (width and height) to resize the extracted faces to. Default is 224. - detectorbackend: The face detection backend to use. Options include "opencv", "ssd", "dlib", "mtcnn", "retinaface", "mediapipe", "yolov8", "yunet", "fastmtcnn". Default is "retinaface". - enforcedetection: If true, the node will not output anything ((None,)) if no faces are detected. If false, it will output the original image resized to the target size if no face is detected. Default is false. - Outputs: - faceimages batch of cropped face images detected in the input images

Deepface · 1 entrada · 3 parámetros · 1 salida

DeepfaceVerify

Given a set of input images and a set of reference (face) images, only output the input images with an average distance to the faces in the reference images less than or equal to the specified threshold. Output images are sorted by average distance to the reference image faces (nearest first). In addition to distance, outputs include the ratio of reference images that each input image was verified to be a face match of, according to the default distance threshold of the model selected. This measure complements the average distance measure, as there may be one image that is very close (small distance), despite the input image not being a great match against all reference images. Both inputs accept image batches. - Outputs: - verifiedimages images that contain faces below the distance threshold and above the ratio threshold, sorted from smallest distance to largest - verifiedimagedistances numbers of the average distance from the input image face to each reference image face - verifiedimageverifiedratios the ratio of reference images that deepface marks as "verified" to the total number of reference images - rejectedimages images that contain faces above (or equal to) the distance threshold or below the ratio threshold, sorted from smallest distance to largest - rejectedimagedistances numbers of the average distance from the input image face to each reference image face - rejectedimageverifiedratios the ratio of reference images that deepface marks as "verified" to the total number of reference images - bboxes the bounding box of the detected face region in each input image,…

Deepface · 2 entradas · 5 parámetros · 7 salidas