Crowdsourcing Annotation System of Object Counting Dataset for Deep Learning Algorithm
Deep Learning is currently the state-of-the-art technique for various Computer Vision tasks, including object counting. Despite of its high performance, Deep Learning requires a gigantic amount of training data to show its best result. Getting this massive data in reasonable time requires a proper strategy such as crowdsourcing. However, in case of object counting, we found no crowdsourcing system able to effectively collect necessary data. To tackle this problem, we develop a crowdsourcing system to annotate image for object counting dataset. This system is also equipped with validation system to ensure the quality of collected dataset.
International Conference on Eco Engineering Development 2018
Tjeng Wawan Cenggoro, Fidelson Tanzil, Ayu Hidayah Aslamiah, Ettikan Kandasamy Karuppiah, Bens Pardamean
