OpenVINO

Infosys Nia™ is an enterprise grade AI platform which simplifies the AI adoption journey for Business & IT. Infosys Nia supports end-to-end enterprise AI journey from data management, digitization of document and images, model development to operationalizing models. Nia’s advanced, modular and scalable capabilities address business needs across Enterprises. Nia Data provides highly effective tools and frameworks for complex data workflows to power further ML experimentation on the Nia AML workbench. The Nia DocAI platform automates the end-to-end document processing lifecycle from ingestion to consumption, using AI capabilities such as InfoExtractor, computer vision, NLP and cognitive search.

With Automaton AI’s ADVIT, create, manage and develop high-quality training data and DNN models all in one place. Optimize the data automatically and prepare it for each phase of the computer vision pipeline. Automate the data labeling processes and streamline data pipelines in-house. Manage the structured and unstructured video/image/text datasets in runtime and perform automatic functions that refine your data in preparation for each step of the deep learning pipeline. Upon accurate data labeling and QA, you can train your own model. DNN training needs hyperparameter tuning like batch size, learning, rate, etc. Optimize and transfer learning on trained models to increase accuracy. Post-training, take the model to production. ADVIT also does model versioning. Model development and accuracy parameters can be tracked in run-time. Increase the model accuracy with a pre-trained DNN model for auto-labeling.