LightlyStudio unifies data workflows for ML practitioners into a single tool focused on image dataset curation and annotation. It supports standard formats like COCO and ImageNet, and is built with Rust for cross-platform performance. The tool enables filtering, selecting, and managing image datasets prior to model training.