Computer Vision News - Summer 2025

23 Computer Vision News Computer Vision News Voxel51 What message do you want to convey at CVPR? We have a huge announcement about verified auto labeling. The platform will help you to verify the labels, create the labels so you don't need to use the ground truth information. The new feature is called Verified Auto Labeling: a new workflow in FiftyOne that helps you to automatically label datasets with curated open-source models. You can make classification, detection, segmentation, and you can add your own labels classes and validate predictions. And you can visualize also the confidence, the scores. You can filter poor predictions. You can boost the dataset quality before training. And there are three main things that make it a game changer. That will be 50x faster than manual annotation. That will be 1000x cheaper than human labeling. And that will have a competitive MAP score gains versus the human label data. What else we should know? There is a global community. I think that we have more than 50k community members. That is a good number. And we are doing a lot of Meetups and we have a lot of engagement with the community.

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