Abstract: The technologies regarding dynamic image-based parking systems and methods of operation thereof. An example method for operating a camera-based parking management system includes: activating an AI-enabled camera covering a parking area responsive to detecting a parking object; capturing a snapshot of the parking area using the AI-enabled camera; transmitting the snapshot to an edge processor to identify parking object(s) shown in the snapshot; determining that the parking object shown in the snapshot is not capable of being identified with a predefined degree of certainty based on a machine learning model; responsive to the determining: identifying first one or more characteristics about the parking object that potentially reduce identification accuracy; and identifying second one or more characteristics about the snapshot (e.g.

Abstract: A computing system, includes: a non-transitory memory; processors coupled to the non-transitory memory and configured to execute instructions to perform operations including: detecting a vehicle at a first location, executing instructions local to the first location by one or more edge processors to determine vehicle specific parameters that identify the vehicle; determining the vehicle is associated with a user account stored in a computerized vehicle management system; in response to the determining that the vehicle is associated with the user account, and transmitting instruction to a first display at the first location to present a user-tailored menu generated by using the edge processors to access a machine learning computer model based on data obtaining from the user account.

Abstract: The disclosure relates to methods of capturing carbon by microbial fermentation of a gaseous substrate comprising CO into one or more first products which, in turn, may be incorporated into an article of manufacture or one or more second products. Further, the disclosure relates to improving carbon capture and/or efficiency.

Abstract: The present disclosure generally relates to tracking shipments in a dynamic, mobile environment, more specifically, to tracking shipments using computer vision and navigation sensors. Container yards remain notoriously inefficient as companies waste time and resources searching for shipping containers and inventory poorly located in the container yard. Lack of timely location of assets can lead to misaligned inbound processes, incomplete assembly, missed deliveries and spoiled goods. Many companies have a large gap in visibility and management capabilities between in-transit inventory and the warehouse. Described are systems and techniques for locating and identifying shipping containers or open parking spots in a container yard using computer vision and machine learning algorithms, a camera, and position, navigation, and timing (PNT) sensors.

Abstract: The present invention encompasses methods and compositions for treating an ocular disease, disorder or condition in a mammal. The invention includes a population of mesenchymal stromal cells that possess anti-inflammatory, anti-apoptotic, immune modulatory and anti-tumorigenic properties. The invention includes administration of TSG-6, STC-1, or a combination thereof to the ocular as a treatment for an ocular disease, disorder or condition in a mammal.

Abstract: The present invention encompasses methods, compositions, and devices for treating an ocular disease, disorder or condition in a mammal. The invention includes polypeptides that possess anti-inflammatory, anti-apoptotic, immune modulatory and anti-tumorigenic properties, and their application in the treatment of eye disease, particularly diseases of the retina. In particular aspects, the invention includes administration of a therapeutic polypeptide such as a stanniocalcin family member protein for the treatment of an eye disease. Also included are fusion proteins and cells stimulated or modified to express the therapeutic polypeptides as set forth herein.

Abstract: The present invention encompasses methods and compositions for treating an ocular disease, disorder or condition in a mammal. The invention includes a population of mesenchymal stromal cells that possess anti-inflammatory, anti-apoptotic, immune modulatory and anti-tumorigenic properties. The invention includes administration of TSG-6, STC-1, or a combination thereof to the ocular as a treatment for an ocular disease, disorder or condition in a mammal.

Abstract: The present invention encompasses methods, compositions, and devices for treating an ocular disease, disorder or condition in a mammal. The invention includes polypeptides that possess anti-inflammatory, anti-apoptotic, immune modulatory and anti-tumorigenic properties, and their application in the treatment of eye disease, particularly diseases of the retina. In particular aspects, the invention includes administration of a therapeutic polypeptide such as a stanniocalcin family member protein for the treatment of an eye disease. Also included are fusion proteins and cells stimulated or modified to express the therapeutic polypeptides as set forth herein.

Abstract: The present invention encompasses methods and compositions for treating an ocular disease, disorder or condition in a mammal. The invention includes a population of mesenchymal stromal cells that possess anti-inflammatory, anti-apoptotic, immune modulatory and anti-tumorigenic properties. The invention includes administration of TSG-6, STC-1, or a combination thereof to the ocular as a treatment for an ocular disease, disorder or condition in a mammal.

Abstract: The present invention encompasses methods, compositions, and devices for treating an ocular disease, disorder or condition in a mammal. The invention includes polypeptides that possess anti-inflammatory, anti-apoptotic, immune modulatory and anti-tumorigenic properties, and their application in the treatment of eye disease, particularly diseases of the retina. In particular aspects, the invention includes administration of a therapeutic polypeptide such as a stanniocalcin family member protein for the treatment of an eye disease. Also included are fusion proteins and cells stimulated or modified to express the therapeutic polypeptides as set forth herein.

Abstract: The present invention encompasses methods and compositions for treating an ocular disease, disorder or condition in a mammal. The invention includes a population of mesenchymal stromal cells that possess anti-inflammatory, anti-apoptotic, immune modulatory and anti-tumorigenic properties. The invention includes administration of TSG-6, STC-1, or a combination thereof to the ocular as a treatment for an ocular disease, disorder or condition in a mammal.

Abstract: The present invention encompasses methods, compositions, and devices for treating an ocular disease, disorder or condition in a mammal. The invention includes polypeptides that possess anti-inflammatory, anti-apoptotic, immune modulatory and anti-tumorigenic properties, and their application in the treatment of eye disease, particularly diseases of the retina. In particular aspects, the invention includes administration of a therapeutic polypeptide such as a stanniocalcin family member protein for the treatment of an eye disease. Also included are fusion proteins and cells stimulated or modified to express the therapeutic polypeptides as set forth herein.

Abstract: The present invention encompasses methods, compositions, and devices for treating an ocular disease, disorder or condition in a mammal. The invention includes polypeptides that possess anti-inflammatory, anti-apoptotic, immune modulatory and anti-tumorigenic properties, and their application in the treatment of eye disease, particularly diseases of the retina. In particular aspects, the invention includes administration of a therapeutic polypeptide such as a stanniocalcin family member protein for the treatment of an eye disease. Also included are fusion proteins and cells stimulated or modified to express the therapeutic polypeptides as set forth herein.

Abstract: The present invention encompasses methods and compositions for treating an ocular disease, disorder or condition in a mammal. The invention includes a population of mesenchymal stromal cells that possess anti-inflammatory, anti-apoptotic, immune modulatory and anti-tumorigenic properties. The invention includes administration of TSG-6, STC-1, or a combination thereof to the ocular as a treatment for an ocular disease, disorder or condition in a mammal.

Abstract: The present invention encompasses methods, compositions, and devices for treating an ocular disease, disorder or condition in a mammal. The invention includes polypeptides that possess anti-inflammatory, anti-apoptotic, immune modulatory and anti-tumorigenic properties, and their application in the treatment of eye disease, particularly diseases of the retina. In particular aspects, the invention includes administration of a therapeutic polypeptide such as a stanniocalcin family member protein for the treatment of an eye disease. Also included are fusion proteins and cells stimulated or modified to express the therapeutic polypeptides as set forth herein.

Abstract: The present invention encompasses methods and compositions for treating an ocular disease, disorder or condition in a mammal. The invention includes a population of mesenchymal stromal cells that possess anti-inflammatory, anti-apoptotic, immune modulatory and anti-tumorigenic properties. The invention includes administration of TSG-6, STC-1, or a combination thereof to the ocular as a treatment for an ocular disease, disorder or condition in a mammal.

Abstract: The present invention encompasses methods, compositions, and devices for treating an ocular disease, disorder or condition in a mammal. The invention includes polypeptides that possess anti-inflammatory, anti-apoptotic, immune modulatory and anti-tumorigenic properties, and their application in the treatment of eye disease, particularly diseases of the retina. In particular aspects, the invention includes administration of a therapeutic polypeptide such as a stanniocalcin family member protein for the treatment of an eye disease. Also included are fusion proteins and cells stimulated or modified to express the therapeutic polypeptides as set forth herein.

Abstract: The present invention encompasses methods, compositions, and devices for treating an ocular disease, disorder or condition in a mammal. The invention includes polypeptides that possess anti-inflammatory, anti-apoptotic, immune modulatory and anti-tumorigenic properties, and their application in the treatment of eye disease, particularly diseases of the retina. In particular aspects, the invention includes administration of a therapeutic polypeptide such as a stanniocalcin family member protein for the treatment of an eye disease. Also included are fusion proteins and cells stimulated or modified to express the therapeutic polypeptides as set forth herein.

Abstract: The present invention encompasses methods and compositions for treating an ocular disease, disorder or condition in a mammal. The invention includes a population of mesenchymal stromal cells that possess anti-inflammatory, anti-apoptotic, immune modulatory and anti-tumorigenic properties. The invention includes administration of TSG-6, STC-1, or a combination thereof to the ocular as a treatment for an ocular disease, disorder or condition in a mammal.