Interactive demos









See how coML integrates into ticketing systems like Linear and works independently as a junior MLE.

See how coML plugs into Slack to keep your ML team in the loop with real-time updates and collaboration.
Ingest object detection data from cloud storage into a structured parquet format.
Explore category distributions and annotation patterns in your object detection dataset.
Interactively review and curate annotations with VLM-powered verification.
Standardize video metadata — normalize categorical values, fix naming, split compound fields.
Load SpatialVID-HQ from HuggingFace, browse clips in an interactive table, and open any clip in the Rerun 3D viewer.
Find underutilized GPU quotas across projects and reallocate to unblock training jobs.