The DataCV Workshop focuses on the intersection of data curation and computer vision, emphasizing methods for dataset creation, annotation, and benchmarking. It brings together researchers from academia and industry to improve the quality and transparency of training data for visual AI models. NEC Laboratories America contributes to these efforts through presentations and collaborations that address data bias and robustness in vision systems. The workshop provides a platform to share reproducible methodologies and open datasets. Such initiatives are vital for advancing fair and generalizable computer vision research.
Our Sparsh Garg, a Senior Associate Researcher in the Media Analytics Department, will present “Mapillary Vistas Validation for Fine-Grained Traffic Signs: A Benchmark Revealing Vision-Language Model Limitations” at the Data Computer Vision (DataCV) 2025 workshop as part of ICCV 2025 in Honolulu, Hawai’i, on Sunday, October 19th, from 11:15 am – 11:25 am.
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NEC Laboratories America, Inc. (NEC Labs) is the US-based center for NEC Corporation’s global network of corporate research laboratories. Our diverse research groups collaborate with industry, academia and governments to provide disruptive solutions to complex problems. A leader in the integration of IT and network technologies with more than 100 years of expertise, NEC provides a combination of products and solutions that cross-utilize the company’s experience and global resources to meet the complex and ever-changing needs of its customers.