Object Detection using Domain Randomization and Generative Adversarial
Refinement of Synthetic Images

v1v2 (latest)

Object Detection using Domain Randomization and Generative Adversarial Refinement of Synthetic Images

30 May 2018

Fernando Camaro Nogue

Sakyasingha Dasgupta

ArXiv (abs)PDF HTML

Papers citing "Object Detection using Domain Randomization and Generative Adversarial Refinement of Synthetic Images"

5 / 5 papers shown

Title
Domain Randomization for Transferring Deep Neural Networks from Simulation to the Real World Joshua Tobin Rachel Fong Alex Ray Jonas Schneider Wojciech Zaremba Pieter Abbeel 259 2,972 0 20 Mar 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 360 27,244 0 20 Mar 2017
Learning from Simulated and Unsupervised Images through Adversarial Training A. Shrivastava Tomas Pfister Oncel Tuzel J. Susskind Wenda Wang Russ Webb GAN 105 1,801 0 22 Dec 2016
CAD2RL: Real Single-Image Flight without a Single Real Image Fereshteh Sadeghi Sergey Levine SSL 311 818 0 13 Nov 2016
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 383 9,511 0 28 May 2015