Clarifai has launched version 6.6 of its platform, featuring the new Labeler tool designed to facilitate efficient and precise data labeling for AI-driven projects. Labeler offers enhanced features such as bounding box and polygon labeling for improved object detection and semantic segmentation, as well as video interpolation for tracking movement across frames. Image editing tools and task management features are included to support professional data annotators in scaling labeling operations and managing team performance. Additionally, the platform introduces Collectors, which streamline data ingestion and management by automatically integrating input data from production models, thus enabling active learning and other advanced training capabilities. Collectors and their functionalities are available in both Essential and Enterprise plans, allowing users to monitor specific models and customize data sampling rules.