MUMBAI, India, Jan. 7 -- Intellectual Property India has published a patent application (202511102353 A) filed by Lovely Professional University, Phagwara, Punjab, on Oct. 24, 2025, for 'system for classifying and evaluating object detection techniques in ai models.'
Inventor(s) include Dr. Suresh Mani; Sami Anand; Dr. Kulwinder Singh; and Ginni Nijhawan.
The application for the patent was published on Dec. 12, under issue no. 50/2025.
According to the abstract released by the Intellectual Property India: "A system for classifying and evaluating object detection techniques in AI models, comprising a processor 101, a memory unit 102 coupled to the processor 101, the memory unit 102 storing instructions that, when executed by the processor 101, configured to categorize object detection models into a plurality of groups, retrieve and analyze multiple versions of object detection models, including You Only Look Once (YOLO) models, evaluate the theoretical foundations and training methodologies of the object detection models, assess performance tradeoffs between detection speed and accuracy for the object detection models and generate visual representations summarizing enhancements in object detection performance based on deep learning techniques and a user interface 103 operatively coupled with the memory unit 102, configured to display the categorized models, evaluation metrics, and visual summaries to a user."
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