Scale Ai, Inc.

Nathan Herman

Elliot Branson

Chiao-Lun Cheng

Shariq Shahab Hashme

Suchir Balaji

Simon Alexander Hewat

Nathan Hayflick

Daniel Havír

One embodiment of the present invention sets forth a technique for performing a labeling task. The technique includes generating a multi-scale representation of an image as input to a machine learning model. The technique also includes performing one or more operations that apply the machine learning model to the multi-scale representation of the image to produce a semantic segmentation comprising predictions of labels for regions of pixels in the image. The technique further includes outputting, in a user interface, the semantic segmentation for use in assisting a user in specifying the labels for the pixels in the image.

Prelabeling for semantic segmentation tasks

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San Francisco, CA, United States of America

Nathan Herman