3LC

Using 3LC’s visualization dashboard, we can quickly recognize patterns within the wildfire detection dataset and address ground-truth labeling inaccuracies. Firstly, by visualizing how images are distributed in the model’s latent embedding space, we can intelligently remove redundant scenes that are feeding the model duplicate information. Next, by applying filters to key prediction metrics we can […]

3LC Hub provides a centralized platform for managing and organizing the datasets that power AI systems. Using advanced data-centric AI algorithms, the platform continuously analyzes your data and surfaces actionable recommendations to identify labeling issues, uncover edge cases, improve data quality, and optimize model performance. Users can seamlessly launch into the appropriate views and workflows