Abstract: A camera-based machine vision system includes an image capture device and one or more processors coupled with memory. The image capture device outputs one or more images. The one or more processors detect a feature represented in a first image of the one or more images; select, based on the feature, a machine vision model to process at least one of the first image or a second image of the one or more images; allocate, to the machine vision model, based on a characteristic of the machine vision model, a portion of the memory; and execute the machine vision model using the portion of the memory to process the at least one of the first image or the second image.

Abstract: Systems and methods in accordance with the present disclosure relate to a system to perform automated consent processing for the collection of biometric data. The system can maintain rules associated with a zone within a field of view of the camera system. The system can detect, using image recognition techniques, that an entity has entered the zone. The system can determine if the entity has provided consent for the collection of biometric data within the zone. The system can request the consent according to the rules. The system can collect the biometric data according to at least one of the rules or the consent received from the entity.

Abstract: Systems and methods in accordance with the present disclosure relate to an image capture device to perform computer vision-based tamper detection of the image capture device. A system can use a light source, such as an infrared LED, to illuminate an image captured by the image capture device, which can be used to validate error conditions, such as tamper events. For example, the LED-illuminated image can be compared with an image captured while the LED is off to distinguish tamper events or other error condition events from false positives. The tamper detection can be performed to filter initial error detections, such as error detections performed using edge detection or other computer vision operations, that may be susceptible to false positives.

Abstract: A sensor monitoring system includes a plurality of image capture devices. Each image capture device includes one or more sensors to detect image data representing an environment about the image capture device, communications circuitry to receive sensor data from a sensor device and remote sensor data including at least one of a second image of the sensor or second position data regarding the sensor device, and processing circuitry to validate the sensor device based on the sensor data, determine first position data regarding the sensor device based on at least one of the first network connection or the remote sensor data, determine that the sensor device is in an image capture range based on the first position data, retrieve one or more images of the sensor device, and generate an alert based on the first position data.

Abstract: A sensor monitoring system includes a plurality of image capture devices. Each image capture device includes one or more sensors to detect image data representing an environment about the image capture device, communications circuitry to receive sensor data from a sensor device and remote sensor data including at least one of a second image of the sensor or second position data regarding the sensor device, and processing circuitry to validate the sensor device based on the sensor data, determine first position data regarding the sensor device based on at least one of the first network connection or the remote sensor data, determine that the sensor device is in an image capture range based on the first position data, retrieve one or more images of the sensor device, and generate an alert based on the first position data.

Abstract: A sensor monitoring system includes a plurality of image capture devices. Each image capture device includes one or more sensors to detect image data representing an environment about the image capture device, communications circuitry to receive sensor data from a sensor device and remote sensor data including at least one of a second image of the sensor or second position data regarding the sensor device, and processing circuitry to validate the sensor device based on the sensor data, determine first position data regarding the sensor device based on at least one of the first network connection or the remote sensor data, determine that the sensor device is in an image capture range based on the first position data, retrieve one or more images of the sensor device, and generate an alert based on the first position data.