Abstract: In one embodiment, a system for biomedical object segmentation includes one or more processors; one or more memory modules communicatively coupled to the one or more processors, and machine readable instructions stored on the one or more memory modules. The machine readable instructions cause the system to perform the following when executed by the one or more processors: receive image data of one or more biological constructs; analyze the image data to generate processed image data via a data analytics module to recognize biomedical objects; and automatically annotate the processed image data to indicate a location of one or more biological objects within the one or more biological constructs.

Abstract: A system for automated biological structure identification using machine learning includes a host device configured to receive an instruction selecting a biological structure to identify, access computer readable media storing multiple machine learning models configured to identify biological structures, select a model among the machine learning models based on the received instruction, receive image data, identify the biological structure, out-of-focus, in the image data using the selected model, send adjustment instructions to an imaging device to adjust focus of the imaging device, receive adjusted image data corresponding to the adjustment instructions, and identify the biological structure, in-focus, in the adjusted image data using the selected model. The host device generates annotations corresponding to the identified biological structure and displays the image data and annotations.

Abstract: What make this divot tool and ball mark combination unique and new is its incorporated automatic ball mark retrieval system. The golfer can place the divot tool in his or her pocket separately from the ball mark or vise versa and the two components will automatically link together in the pocket every time thru design and magnetic force. For example, the divot tool is part A and the ball mark is part B, part A is placed in the golfer's pocket separately from part B and the two components will automatically link together. After this process occurs the golfer can retrieve the divot tool and ball mark automatically united together. This system is made possible by the strategic placement of the magnet in the divot tool and the precise size of the ball mark. This is important Because any where the divot tool and ball mark falls in the pocket it will link every time.

Abstract: What make this divot tool and ball mark combination unique and new is its incorporated automatic ball mark retrieval system. The golfer can place the divot tool in his or her pocket separately from the ball mark or vise versa and the two components will automatically link together in the pocket every time thru design and magnetic force. For example, the divot tool is part A and the ball mark is part B, part A is placed in the golfer's pocket separately from part B and the two components will automatically link together. After this process occurs the golfer can retrieve the divot tool and ball mark automatically united together. This system is made possible by the strategic placement of the magnet in the divot tool and the precise size of the ball mark. This is important Because any where the divot tool and ball mark falls in the pocket it will link every time.