17.04.2024

Representatives from NVI Solutions/NVI Research spoke at the International Conference on Data Analysis and Artificial Intelligence Technologies, DATA FUSION, held at the Moscow Technological Cluster «Lomonosov.»

For the fourth time, Data Fusion brought together representatives from business, academia, and government.

The two-day conference program was packed with practical case studies, presentations, and discussions, featuring five tracks and over 300 speakers.

The topic of the NVI speaker’s presentation was «Features of Developing and Implementing Visual Intelligence Systems in the Oil and Gas Industry.» The presentation consisted of key «lessons» learned by our team during the transition from scientific laboratory to industry:

1. The complexity of data collection and synthetic data generation
2. The importance of proper data assessment and the use of embeddings for analysis
3. How modern trends in computer vision (generative neural networks) are not inherently suitable for solving industrial tasks, and how to still extract value from them
4. Proper management and task assignment for neural network engineers
5. Simplification of datasets and neural network architectures

Prominent scientists and experts in Data Science discussed trends in various machine learning directions and AI technologies. The presentations covered a wide range of topics, from the development of large generative models, NLP, recommender systems, computer vision, to MLOps and optimization technologies. Experts shared insights on non-standard use cases of generative AI and best practices in data management.

We thank the organizers for the opportunity to participate in one of the main spring events in the field of big data analysis and AI technologies.

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