Introducing Google AI Edge Portal: Benchmark Edge AI at scale. Sign-up to request access during private preview.
mp.tasks.vision.FaceDetectorOptions
Options for the face detector task.
mp.tasks.vision.FaceDetectorOptions(
base_options: mp.tasks.BaseOptions ,
running_mode: mp.tasks.vision.RunningMode = mp.tasks.vision.FaceDetectorOptions.running_mode ,
min_detection_confidence: float = 0.5,
min_suppression_threshold: float = 0.3,
result_callback: Optional[Callable[[detections_module.DetectionResult, image_module.Image,
int], None]] = None
)
Attributes | |
|---|---|
base_options
|
Base options for the face detector task. |
running_mode
|
The running mode of the task. Default to the image mode. Face detector task has three running modes: 1) The image mode for detecting faces on single image inputs. 2) The video mode for detecting faces on the decoded frames of a video. 3) The live stream mode for detecting faces on a live stream of input data, such as from camera. |
min_detection_confidence
|
The minimum confidence score for the face detection to be considered successful. |
min_suppression_threshold
|
The minimum non-maximum-suppression threshold for face detection to be considered overlapped. |
result_callback
|
The user-defined result callback for processing live stream data. The result callback should only be specified when the running mode is set to the live stream mode. |
Methods
__eq__
__eq__(
other
)
Class Variables | |
|---|---|
| min_detection_confidence |
0.5
|
| min_suppression_threshold |
0.3
|
| result_callback |
None
|
| running_mode |
<VisionTaskRunningMode.IMAGE: 'IMAGE'>
|