Amgen grant share with artificial intelligence as a theme is 20% in Q4 2023. Grant share is based on the ratio of number of grants to total number of patents.
Recent Patents
Application: Robotic system for performing pattern recognition-based inspection of pharmaceutical containers (Patent ID: US20230398577A1)
The patent filed by Amgen Inc. describes a robotic inspection platform that utilizes a robotic arm, an imager, and a controller to inspect containers and samples. The robotic arm retrieves and manipulates the container in various orientations while the imager captures images. The controller analyzes these images using pattern recognition to determine attributes of the container or sample, deciding whether they meet specific criteria. If not, the robotic arm places the container in a designated area for rejected items. The platform can distinguish between different types of objects, such as bubbles and particles, and includes a machine learning model for classification.
Furthermore, the method outlined in the patent involves the robotic arm retrieving the container, the imager capturing images in different orientations, and the controller analyzing these images using pattern recognition to determine attributes. The method also includes training the machine learning model by presenting images to a user for manual labeling of attributes. The platform can manipulate containers with six degrees of freedom, allowing for precise inspection based on roll and pitch angles. Overall, the robotic inspection platform and method provide an automated and efficient way to inspect containers and samples using advanced pattern recognition technology.
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