Vailabel Studio

Spec sheet

Product

Vailabel Studio is a local-first desktop app for image, video, and multimodal data annotation.Read 8 Oct 2026 · vailabel.com

Platforms

The desktop app is available for Windows, macOS, and Linux, and requires no account or internet connection to start labeling.Read 8 Oct 2026 · vailabel.com

Privacy

Projects are stored in a local SQLite database, and the site says nothing is uploaded unless users choose to connect cloud storage.Read 8 Oct 2026 · vailabel.com

License

The software is open source under the Apache-2.0 license.Read 8 Oct 2026 · vailabel.com

AI copilot

The on-device copilot can detect objects, segment masks, suggest labels, and QA annotations using local models.Read 8 Oct 2026 · vailabel.com

Annotation tools

It supports bounding boxes, polygons, points, lines, circles, free-draw, and SAM smart segmentation.Read 8 Oct 2026 · vailabel.com

Cloud storage

Optional storage connections include Amazon S3, Azure Blob, and Google Cloud Storage; credentials are kept in the OS keychain.Read 8 Oct 2026 · vailabel.com

Exports

Export formats include LabelMe JSON, COCO, YOLO, YOLO-Seg, and Pascal VOC.Read 8 Oct 2026 · vailabel.com

Model integrations

The site says the copilot works with LM Studio, Ollama, and Jan, and uses ONNX Runtime with optional CUDA.Read 8 Oct 2026 · vailabel.com

Project types

Supported project types include object detection, semantic segmentation, image classification, keypoints, and mixed shapes.Read 8 Oct 2026 · vailabel.com

Roadmap

Team collaboration is listed as planned, while Florence-2, SAM 2, dataset intelligence, and a conversational copilot are listed as in progress.Read 8 Oct 2026 · vailabel.com

Video

Video labeling works frame by frame and includes object tracking.Read 8 Oct 2026 · vailabel.com

Plans and prices

Every Vailabel Studio plan and price →

Where Specifiction places it

• Image Annotation Software#24 of 287.2