Article

Quantius: Generic, high-fidelity human annotation of scientific images at 10 <sup>5</sup> -clicks-per-hour

2017-07-15

Abstract excerpt

We describe Quantius, a crowd-based image annotation platform that provides an accurate alternative to task-specific computational algorithms for difficult image analysis problems. We use Quantius to quantify a variety of computationally challenging medium-throughput tasks with ~50x and 30x savings in analysis time and cost respectively, relative to a single expert annotator. We show equivalent deep learning perfo...

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Literature Corpus work: f5d2b5ab-be4e-5143-8ae8-c63c8d1931c9
DOI: 10.1101/164087

Open publication

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