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1. 1. An empirical study on synthetic image generation techniques for object detectors

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Claudio Salvatore Arcidiacono; [2018]
   Keywords : Object Detection; Synthetic Dataset; Deep Learning; Rendered Images; Computer Vision; Objektdetektion; Syntetisk datamängd; Djup inlärning; Återgivna bilder; Datorseende;

   Abstract : Convolutional Neural Networks are a very powerful machine learning tool that outperformed other techniques in image recognition tasks. The biggest drawback of this method is the massive amount of training data required, since producing training data for image recognition tasks is very labor intensive. READ MORE