Component implementation using MediaPipe.
To use the following components, please enable 'mediapipe' option under "Additional components" in the Face Editor section of the "Settings" tab.
A Face Detector implemented using the face detection feature of MediaPipe.
- MediaPipe
- N/A
conf(float, optional, default: 0.01): The confidence threshold for face detection. This specifies the minimum confidence for a face to be detected. The higher this value, the fewer faces will be detected, and the lower this value, the more faces will be detected.
- tag: "face"
- attributes: N/A
- landmarks: 5 (both eyes, the nose, and the center of the mouth)
This mask generator uses the MediaPipe Face Mesh model to generate masks. It identifies a set of facial landmarks and interpolates these to create a mask.
- MediaPipe
- Use minimal area (for close faces)
- Mask size
use_convex_hull(boolean, default: True): If set to True, the mask is created based on the convex hull (the smallest convex polygon that contains all the points) of the facial landmarks. This can help to create a more uniform and regular mask shape. If False, the mask is directly based on the face landmarks, possibly leading to a more irregular shape.dilate_size(integer, default: -1): Determines the size of the morphological dilation and erosion processes. These operations can adjust the mask size and smooth its edges. If set to -1, the dilation size will be automatically set to 0 ifuse_convex_hullis True, or 40 ifuse_convex_hullis False.conf(float, default: 0.01): Confidence threshold for the MediaPipe Face Mesh model. Any landmarks detected with a confidence lower than this value will be ignored during mask generation.