Incorporate a professional human-in-the-loop at every stage of your AI pipeline

Beyond just annotating your ground truth dataset, our humans can maintain the accuracy of your model while it’s being applied on real-life data

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Dataset collection

Our humans collect and curate custom datasets which you can use to train your computer vision models

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Dataset annotation

We label your datasets by coupling manual annotations with advanced auto-annotation and smart labeling tools

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Model validation

Humans can be plugged into the pipeline in order to verify the model’s output and handle edge cases in real time

Working on an AI project that needs human annotation and validation?

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AI for good

Social impact

We are building the next generation of professional humans in the loop from conflict-affected regions and communities

We promote AI which is diverse and bias-free and we support projects which apply AI for social good 

Free data for computer vision


cup detection

Daily objects around the world

27k images with bounding box and tag annotations released in partnership with Gapminder's Dollar Street project

medical mask dataset

Medical mask and accessory detection

6000 images for detecting medical masks and other accessories, published as a contribution to the fight against COVID-19

semantic segmentation

Semantic segmentation of aerial imagery

A dataset for drone and satellite vision prepared in partnership with the Mohammed Bin Rashid Space Centre in Dubai, the UAE

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