Fast Annotation Net: A framework for active learning in 2018

Anthony Sarkis
Sep 6, 2018 · 6 min read

Motivation

Machine learning models, specifically deep learning based approaches for computer vision, require training data. Here are two examples:

Left: bounding box example. Right: polygon or “semantic segmentation” http://cocodataset.org/#home.

Training data, or annotations, is what the deep learning model uses as ground truth in order to learn.

Anthony Sarkis

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