deep learning

1. Executive Summary We have developed a highly efficient, end-to-end artificial intelligence pipeline that automates Racing Bib Number (RBN) detection and recognition from dynamic, real-world racing environments. By replacing expensive, hardware-heavy RFID chip timing systems and slow, post-event manual photo tagging, our proprietary framework achieves state-of-the-art accuracy with an unprecedented end-to-end inference speed of 23.5 […]

In an era where food security is becoming increasingly challenged, the agriculture sector faces pressing issues, particularly the devastating impact of plant diseases. It is astonishing to learn that approximately 35% of agricultural produce is lost due to these diseases, leading to financial strain for farmers and elevating food prices globally. At OptimumT, we’re deeply […]

At OptimumT, we are committed to harnessing the power of artificial intelligence to transform the healthcare landscape. Our latest research, titled “Cholecystectomy Surgical Instrument Detection Using Variants of YOLOv8,” marks a significant milestone in our journey to enhance surgical precision and efficiency through advanced technology. The article was recently published in the recent proceedings of […]

One of our recent projects was to apply novel computer vision techniques to come up with a scheme to detect tool wear during machining. Machining is an industrial manufacturing process that is applied to shape materials. Specialized materials are used as tools for machining. During the process, it is inevitable that the tools shall undergo […]