MUMBAI, India, June 26 -- Intellectual Property India has published a patent application (202617068701 A) filed by Chiliworks LLC on June 01, 2026, for System And Methods For Object Model Training.
Inventor includes Yalamanchili, Suresh.
The application for the patent was published on June 19, 2026, under issue no. 25/2026.
Abstract: Systems and methods that leverage a unique model identifier to execute and manage the object model training process, which creates and validates a custom image recognition model and includes data preparation, model training, and model deployment. Data preparation may include retrieving labeled or unlabeled data from a database, file system, or external source for the purpose of training the model. Data preparation may also include cleaning, normalizing, and transforming the data into a suitable format. Model training may involve selecting an appropriate AI/ML algorithm, setting hyperparameters, feeding the prepared data to the model and adjusting model parameters based on evaluation results to improve performance. Model deployment may include deploying the trained model into a production environment where it can be used to recognize objects in real-time scenarios. Model deployment may also include evaluating model performance using test data to validate the model.
Disclaimer: Curated by HT Syndication.
