zp.Zakhar Pashkin
← Selected work

Portfolio project

Python Library: AutoToloka

Interactive segmentation toolkit that cuts labeling cost for CV datasets.

AutoToloka interactive segmentation

Overview

Python library that streams clicks/polygons to interactive models and pipelines the outputs to crowdsourcing or MLOps stacks.

What It Covers

  • Reduces labeling costs
  • Pipeline-friendly
  • Interactive masks

Stack And Topics

  • Python
  • Interactive Segmentation
  • Multi-modal Networks

References