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To configure the Face detector VL, do the following:
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Parameter | Value | Description | |||||
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Object features | |||||||
Check in lists | Yes | The Check in lists parameter is disabled by default. If you want to use this detector to check in lists of faces, select the Yes value (see Checking in lists of faces) | |||||
No | |||||||
Record objects tracking | Yes | The metadata of the video stream is recorded to the database by default. To disable the parameter, select the No value | |||||
No | |||||||
Video stream | Main stream | If the camera supports multistreaming, select the stream for which detection is needed. For the correct operation of the Face detector VL, we recommend using a high-quality video stream | |||||
Second stream | |||||||
Other | |||||||
Enable | Yes | The detector is enabled by default. To disable the detector, select the No value | |||||
No | |||||||
Name | Face detector VL | Enter the detector name or leave the default name | |||||
Decoder mode | Auto | Select a processor for decoding video. When you select:
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CPU | |||||||
GPU | |||||||
HuaweiNPU | |||||||
Frame size change | 640 | The analyzed frames are scaled down to a specified resolution (640 pixels on the longer side) by default. The value must be in the range [640, 10 000]. The following algorithm is used:
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Type | Face detector VL | Name of the detector type (non-editable field) | |||||
Advanced settings
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Analyze face rotation angle | Yes | The Analyze face rotation angle parameter is disabled by default. If you want to detect the face rotation angle, select the Yes value. This parameter allows you to filter out results that have a rotation and tilt angle greater than the specified values in a search for a specific face (see Search for similar face)
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No | |||||||
Face recognition algorithm | Algorithm 1 | Select the face recognition algorithm:
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Algorithm 2 | |||||||
Algorithm 3 | |||||||
Face rotation pitch ( ° ) | 45 | Specify the allowable angle of face pitch angle in degrees. You must select the required value empirically. The value must be in the range [0, 90] | |||||
Face rotation roll ( ° ) | 45 | Specify the allowable angle of face roll angle in degrees. You must select the required value empirically. The value must be in the range [0, 90] | |||||
Face rotation yaw from ( ° ) | -45 | Specify the minimum allowable angle of face rotation to the right or left. You must select the required value empirically. The value must be in the range [-90, 90] | |||||
Face rotation yaw to ( ° ) | 45 | Specify the maximum allowable angle of face rotation to the right or left. You must select the required value empirically. The value must be in the range [-90, 90] | |||||
Minimum image quality | 30 | Specify the minimum image quality for face detection. You must select the required value empirically. The value must be in the range [1, 100] | |||||
Minimum number of detections | 1 | Specify the minimum number of detections after which a track is considered a detected face. You must select the required value empirically. The value must be in the range [1, 10 000] | |||||
Number of frames between detections | 3 | Specify the number of frames between detections. The lower the value, the higher the probability that TrackEngine will detect a new face as soon as it appears in the selected area. The value must be in the range [1, 10 000]
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Number of frames without detections | 18 | Specify the number of frames without detections. If face detection isn't performed in the selected area, TrackEngine will continue processing the specified number of frames before it considers the track lost. You must select the required value empirically. The value must be in the range [1, 10 000] | |||||
Send face images | Yes | The Send face images parameter is disabled by default. If you want to send face images to Axxon PSIM, select the Yes value
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No | |||||||
Track timeout | 2 | Specify the maximum time period in seconds after which the an event will be is sent. You must select the required value empirically. The value must be in the range [1, 10 000] | |||||
Basic settings | |||||||
Biometric data | Yes | The Biometric data parameter is disabled by default , meaning that when searching. When you search for faces (see Face search) by an attached photo or atrack, as well as when checkingyou check in lists of faces, there will be no results .If you want to use face search and check in lists of faces abilitykeep biometric data, select the Yes value. In this case, when searchingyou search for faces ( seesee Face search), the search results will contain foundfaces that are similar to the attached photo or atrack based on thea specified minimum similarity level (percentage). AccurateFor the correct check in lists of faces will be performed as well., this parameter must also be enabled | |||||
No | |||||||
Face attributes recognition | Yes | The Face attributes recognition parameter is disabled by default. If you want to save the gender and age information for each captured face to the database, select the Yes value
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No | |||||||
Medical mask detection | Yes | The Medical mask detection parameter is disabled by default. If you use mask detectiondetector, select the the Yes value (see Masks Detectionsee Mask detector VL) | |||||
No | |||||||
Minimum face size | 10 | Specify the minimum size of the captured faces as a percentage of the frame size. You must select the required value empirically. The value must be in the range [1, 100] | |||||
Minimum threshold of face authenticity | 60 | Specify the minimum level of face recognition accuracy for the creation of a track. You must select the required value empirically. We recommend specifying the value of not less than 90. The higher the value, the fewer faces are detected, while the recognition accuracy increases. The value must be in the range [1, 100] | |||||
Mode | CPU | Select a processor for the detector operation—CPU or Nvidia GPU (see Selecting Nvidia GPU when configuring detectors)
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Nvidia GPU 0 | |||||||
Nvidia GPU 1 | |||||||
Nvidia GPU 2 | |||||||
Nvidia GPU 3 | |||||||
Huawei NPU |
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If necessary, in the preview window, set the rectangular area of the frame , in which you want to detect faces. You can specify the area by moving the anchor points .
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Configuration of the Face detector VL is complete. If necessary, you can create and configure sub-detectors on the basis of the Face detector VL based on metadata (see Metadata database):
- Line Crossingcrossing—detector generates an event when a person moves across a line in the specified area of the frame and their face is detected.
- Entrance In AreaEntrance in area—detector generates an event when a person appears in the specified area of the frame and their face is detected.
- Loitering In Areain area—detector generates an event when a person stays in the specified area of the frame for a long time and their face is detected.
- Masks DetectionMask detector VL—detector generates an event when it captures a face with or without a mask.