MUMBAI, India, Aug. 12 -- Intellectual Property India has published a patent application (202611076785 A) filed by Noida Institute Of Engineering & Technology on June 21, 2026, for An Adaptive Data Labeling Device For Machine Learning Applications.
Inventors include Faizan; and Mohini Chakarverti.
The application for the patent was published on August 07, 2026, under issue no. 32/2026.
Abstract: The invention relates to an adaptive data labeling device for machine learning applications. The device receives heterogeneous data samples, standardizes sample information, evaluates labeling priority, generates annotation tasks, routes tasks to suitable contributors, validates submitted labels, resolves disagreement, and records accepted labels with governance information. Model feedback is used to influence later sample selection so that labeling effort is directed toward uncertain, underrepresented, or error related data. The device supports quality controlled, auditable, and scalable preparation of training datasets for artificial intelligence systems.
Disclaimer: Curated by HT Syndication.
