The Neurotracker software module works only in Intellect 4.11.0 and higher version. |
The Neurotracker software module is configured on the Neurotracker object settings panel. This object is created under the Camera object on the Hardware tab of the System settings window.
The Neurotracker software module is configured as follows:
Set the Save tracks to show in archive checkbox (3), if it is necessary to highlight the detected object with a frame when viewing the archive.
This parameter does not affect VMDA search and is used just for the visualization. For this parameter, the titles database is used. |
Select the required neural network file with the tracking model (4).
In the Recognition threshold [0, 100] field (5), specify the objects detection threshold within the range from 0 to 100.
The objects detection threshold is determined experimentally. The lower the detection threshold, the more false triggerings there might be. The higher the detection threshold, the less false triggerings there might be, however, some useful tracks might be skipped. See Examples of configuring neural tracker for solving typical tasks. |
In the Track hold time (s) field (9), specify the time in seconds after which the object track is considered lost. This parameter can be useful in situations where one object in the frame temporarily overlaps another. For example, when a larger car completely overlaps a smaller one.
If the object track is close to the frame boundary, then about a half of the time specified in the setting should elapse from the moment the object disappears from the frame until its track is deleted. |
Set the monitoring area on the video image:
Click the Setup button (11). The Detector settings window will open.
You can use the neural filter to sort out video recordings featuring selected objects and their trajectories. For example, the neural tracker detects all freight trucks, and the neural filter leaves only those tracks that correspond to trucks with cargo door open. To set up a neural filter, do the following:
Set the Enable filtering checkbox (1).
Select the required neural network file for the neural filter (2).
From the Device drop-down list (3), select the device on which the neural filter will operate.
Click the Apply button (12).
If necessary, create and configure the NeuroTracker VMDA detection tools on the basis of the Neurotracker object. The procedure of creating and configuring the NeuroTracker VMDA detection tools is similar to creating and configuring the VMDA detection tools for a regular tracker. The only difference is that it is necessary to create the NeuroTracker VMDA detection tools on the basis of the Neurotracker object, and not the Tracker object (for details, see Creating and configuring VMDA detection). Also, if you select the Staying in the area for more than 10 sec detector type, the time the object stays in the zone, after which the NeuroTracker VMDA detection tools are triggered, is configured using the LongInZoneTimeout2 registry key, not LongInZoneTimeout (see Registry keys reference guide). |
The Neurotracker software module configuration is complete.
If it is necessary to periodically generate the events containing the number of objects received from the neurotracker, then create and configure the neurotracker track counters (see Configuring the neurotracker track counter).