Abstract: Devices within a LoRa mesh telecommunications network include a specially programmed microcontroller that is specially configured to wirelessly relay or retransmit communication frames in real time.

Abstract: An automated content annotation workflow is disclosed. An example embodiment is configured for: registering a plurality of labelers to which annotation tasks are assigned; populating a labeling queue with content data to be annotated; assigning annotation tasks from the labeling queue to the plurality of labelers; enabling the plurality of labelers in an annotation review queue to modify or delete annotations applied by prior labelers; and evaluating a level of performance of the plurality of labelers in applying the annotations.

Abstract: Some embodiments of the present application include obtaining communications with a user associated with a user account of a service. The communications may be analyzed using natural language processing to detect an instance of a first trigger within the communications. If detected, a data flag can be assigned to a data structure associated with the user account. In some embodiments, subsequent to the data flag being assigned to the data structure, a request may be obtained for a communication to be sent to the user. For instance, the request may be obtained responsive to determining that a value associated with the user account satisfies a condition. Based on the data flag and the request, the communication may be prevented from being sent to the user.

Abstract: Some embodiments of the present application include obtaining communications with a user associated with a user account of a service. The communications may be analyzed using natural language processing to detect an instance of a first trigger within the communications. If detected, a data flag can be assigned to a data structure associated with the user account. In some embodiments, subsequent to the data flag being assigned to the data structure, a request may be obtained for a communication to be sent to the user. For instance, the request may be obtained responsive to determining that a value associated with the user account satisfies a condition. Based on the data flag and the request, the communication may be prevented from being sent to the user.

Abstract: An automated content labeling system is disclosed. An example embodiment is configured to: register a plurality of labelers to which annotation tasks are assigned; populate a labeling queue with content data to be annotated; assign annotation tasks from the labeling queue to the plurality of labelers; and provide a superpixel annotation tool enabling the plurality of labelers to configure a size of a segment cluster in an image of the content data, and select each segment cluster to be included in a segmentation feature with a specified object class, the segment clusters including similarly colored pixels from the image.

Abstract: An automated content annotation workflow is disclosed. An example embodiment is configured for: registering a plurality of labelers to which annotation tasks are assigned; populating a labeling queue with content data to be annotated; assigning annotation tasks from the labeling queue to the plurality of labelers; enabling the plurality of labelers in an annotation review queue to modify or delete annotations applied by prior labelers; and evaluating a level of performance of the plurality of labelers in applying the annotations.

Abstract: An automated content annotation workflow is disclosed. An example embodiment is configured for: registering a plurality of labelers to which annotation tasks are assigned; populating a labeling queue with content data to be annotated; assigning annotation tasks from the labeling queue to the plurality of labelers; enabling the plurality of labelers in an annotation review queue to modify or delete annotations applied by prior labelers; and evaluating a level of performance of the plurality of labelers in applying the annotations.

Abstract: An automated content labeling system is disclosed. An example embodiment is configured to: register a plurality of labelers to which annotation tasks are assigned; populate a labeling queue with content data to be annotated; assign annotation tasks from the labeling queue to the plurality of labelers; and provide a superpixel annotation tool enabling the plurality of labelers to configure a size of a segment cluster in an image of the content data, and select each segment cluster to be included in a segmentation feature with a specified object class, the segment clusters including similarly colored pixels from the image.

Abstract: An automated content annotation workflow is disclosed. An example embodiment is configured for: registering a plurality of labelers to which annotation tasks are assigned; populating a labeling queue with content data to be annotated; assigning annotation tasks from the labeling queue to the plurality of labelers; enabling the plurality of labelers in an annotation review queue to modify or delete annotations applied by prior labelers; and evaluating a level of performance of the plurality of labelers in applying the annotations.