Abstract: A system and method for resource and task allocation are disclosed herein. An example system includes a tracking subsystem configured to track locations and availability of resources; a data acquisition subsystem configured to obtain current status attributes for a patient; a condition detection engine configured to determine, based on the current status attributes and historical medical data, a predicted condition for the patient; a response engine configured to determine, based on the predicted condition, the historical medical data, and a medical history for the patient, a response plan including a resource type to respond to the predicted condition; an allocation engine configured to: obtain the response plan from the response engine; obtain, from the tracking subsystem, tracking data for each resource of the resource type; allocate a resource to be administered to the patient based on the current status attributes of the patient and the tracking data of the resource.

Abstract: In some implementations, a system may receive, from a barcode reader, read data associated with the barcode reader reading a barcode associated with a product. The system may receive, from an imager, image data associated with an image that depicts packaging of the product. The system may decode the read data to obtain product information that is associated with the product. The system may generate a product entry that associates the product information with the image data. The system may perform an action associated with the product entry to enable an image processing model to identify the product information based on the packaging depicted in the image.

Abstract: A method of object identification includes: capturing an image of an object having a material presenting surface artifacts; detecting a boundary within the captured image; selecting a portion of the image depicting the surface material within the boundary; based on the selected portion of the image, determining attributes of the surface artifacts; generating, based on the determined attributes of the surface artifacts, a physical identifier corresponding to the object; and storing the generated physical identifier.

Abstract: A method includes: obtaining an item identifier corresponding to an item for placement in a container, the item being associated with a delivery destination; in response to placement of the item at a storage position within the container, recording a storage location including coordinates of the storage position; monitoring transit information of the container during transport of the container; when the transit information of the container corresponds to the delivery destination, retrieving the recorded storage location of the item within the container; and controlling an output assembly to generate item retrieval guidance based on the recorded storage location.