Jan. 11, 2022, 9:04 p.m. | Vincent Arrigoni

Towards Data Science - Medium towardsdatascience.com

Train Instance Segmentation faster with semantical datasets

Photo by Christian Wiediger on Unsplash

In the field of Computer Vision, Instance Segmentation is one of the hottest topics these days. It consists of the detection/segmentation of objects in images ie the localization of specific objects and the association of their belonging pixels. Like any kind of Machine Learning system, a large number of images is required to train the backbone architecture. More particularly, a large number of annotations is needed to …

annotation computer vision instance-segmentation machine learning remote-sensing satellite-imagery

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