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Efficient Interactive Annotation of Segmentation Datasets with Polygon-RNN++

Efficient Interactive Annotation of Segmentation Datasets with Polygon-RNN++

Manually labeling datasets with object masks is extremely time consuming. In this work, we follow the idea of Polygon-RNN [4] to produce polygonal annotations of objects interactively using humans-in-the-loop. We introduce several important improvements to the model: 1) we design a new CNN encoder architecture, 2) show how to effectively …