DataTorch

A data annotation workspace for your team. Review model predictions and turn expert corrections into training data.

Book a demo

The free plan is forever: one private project, unlimited public ones.

The DataTorch annotator showing a 50-channel scientific image: three channels composited in cyan, amber and magenta, an annotated region outlined on the canvas, and the lookup-table panel open with a per-channel histogram and highpass/lowpass controls.

Production teams and researchers build on DataTorch

  • KromaTiD
  • INPI
  • iVue Robotics
  • Stanford University
  • UC Berkeley
  • ETH Zürich
  • Georgia Institute of Technology
  • National University of Singapore
  • The University of Sydney
  • University of Arizona
  • TU Wien
Use cases

Built for the images you work with.#

Microscopy, documents, aerial imagery, and everyday photos.

Imaging labs

Review multi-channel images with LUT controls and custom scoring labels.

KromaTiD scores production dGH assays on DataTorch.

For imaging labs

Document analysis

Key–value extraction and expert review over forms, filings, and scanned records.

INPI runs document analysis on DataTorch.

For document analysis

Remote sensing

Detection, segmentation, and counting across aerial, drone, and satellite scenes.

Used in published work from the University of Arizona and in the International Journal of Remote Sensing.

For remote sensing

General computer vision

Boxes, polygons, keypoints, and segmentation on ordinary photos and video frames, exported to COCO or YOLO.

Explore public annotation projects from the community.

Start a free project

Try your own images with a free private project.

01 / See it right

See the detail. Label what matters.

Annotate everyday photos and multi-channel microscopy. Adjust channel displays and use labels that fit your work.

02 / Improve your models

Your model predicts. Your team reviews.

Let your model take the first pass. Experts review and correct its predictions, producing training data for your next iteration.

  • Exports: COCO · YOLO · JSON
  • Pipelines rerun on every batch
A completed DataTorch pipeline run: each step listed with its status and duration, one step expanding to show its resolved inputs and a linked child run, and the pipeline YAML open beside it as the source of truth.

03 / Own it

Keep control of your data and models.

Connect your S3, Azure, or Google Cloud storage. Run models on your own compute and export annotations in COCO, YOLO, or DataTorch JSON.

YOUR CONTROL PLANE · your data · your models · your expertsYour Filesimages · PHI · IPDataTorchannotate · review · auditYour SMEscorrect · sign-offYour Modelsagents · python · docker · onnxagent
Community

550+ public projects, built in the open.#

Explore public datasets, learn from other researchers, and share your own work. Public projects are free.

Unlimited public projects

On every plan, including Free.

Open to read

Public projects are browsable from any user or team profile.

Cited in published work

Document analysis, remote sensing, and apparel research.

Explore public projects

Start free

See it on your own images.

Start with a free private project, or book a demo to discuss your team’s images, models, and review workflow.

Sign up freeBook a demo

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Tools and community for image annotation: label, review, and share datasets, from everyday photos to the imagery only specialists can read.

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