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Paper Details

"Learning never exhausts the mind"

Data Groundtruthing and Crowdsourcing

Abstract

Human annotated data is a prerequisite for the training and evaluation of computer vision algorithms. Such data is referred to as "ground truth" data. In this chapter, we describe the strategies and systems we have devised in order to obtain the ground truth data required by each of the computer vision components within the Fish4Knowledge system, including fish detection, tracking, and recognition.

"Nature is the source of all true knowledge. She has her own logic, her own laws,
she has no effect without cause nor invention without necessity." L. Da Vinci."