Object Detection Using Deep CNNs Trained on Synthetic Images

21 June 2017

Papers citing "Object Detection Using Deep CNNs Trained on Synthetic Images"

17 / 17 papers shown

Title
Improving Object Detector Training on Synthetic Data by Starting With a Strong Baseline Methodology Frank Ruis Alma M. Liezenga Friso G. Heslinga Luca Ballan Thijs A. Eker Richard J. M. den Hollander Martin C. van Leeuwen Judith Dijk Wyke Huizinga 38 4 0 30 May 2024
A survey of synthetic data augmentation methods in computer vision A. Mumuni F. Mumuni N. K. Gerrar 47 19 0 15 Mar 2024
Enhancing Object Detection Performance for Small Objects through Synthetic Data Generation and Proportional Class-Balancing Technique: A Comparative Study in Industrial Scenarios Jibinraj Antony Vinit Hegiste Ali Nazeri Hooman Tavakoli Snehal Walunj Christiane Plociennik Martin Ruskowski 31 2 0 23 Jan 2024
Gen2Det: Generate to Detect Saksham Suri Fanyi Xiao Animesh Sinha Sean Culatana Raghuraman Krishnamoorthi Chenchen Zhu Abhinav Shrivastava VLM DiffM 29 9 0 07 Dec 2023
PSDNet: Determination of Particle Size Distributions Using Synthetic Soil Images and Convolutional Neural Networks javad Manashti Pouyan Pirnia Alireza Manashty Sahar Ujan Matthew Toews Franccois Duhaime 19 2 0 07 Mar 2023
Evaluating a Synthetic Image Dataset Generated with Stable Diffusion Andreas Stöckl 29 21 0 03 Nov 2022
DeePaste -- Inpainting for Pasting Dingchuan Liu 29 0 0 20 Dec 2021
A novel method for object detection using deep learning and CAD models Igor Garcia Ballhausen Sampaio Luigy Machaca J. V. Filho Joris Guérin 20 8 0 12 Feb 2021
Where, What, Whether: Multi-modal Learning Meets Pedestrian Detection Yan Luo Chongyang Zhang Muming Zhao Hao Zhou Jun Sun 30 26 0 20 Dec 2020
Image Generation for Efficient Neural Network Training in Autonomous Drone Racing Théo Morales Andriy Sarabakha Erdal Kayacan 16 11 0 06 Aug 2020
RarePlanes: Synthetic Data Takes Flight Jacob Shermeyer T. Hossler A. V. Etten Daniel Hogan Ryan Lewis Daeil Kim 19 105 0 04 Jun 2020
Synthetic Data for Deep Learning Sergey I. Nikolenko 53 349 0 25 Sep 2019
LeagueAI: Improving object detector performance and flexibility through automatically generated training data and domain randomization Oliver Struckmeier 11 3 0 28 May 2019
Synthetic Data Generation and Adaption for Object Detection in Smart Vending Machines Kai Wang Fuyuan Shi Wenqi Wang Yibing Nan Kai Wang 27 12 0 28 Apr 2019
Synthetic Examples Improve Generalization for Rare Classes Sara Beery Yang Liu Dan Morris Jim Piavis Ashish Kapoor M. Meister Neel Joshi Pietro Perona 26 95 0 11 Apr 2019
An Annotation Saved is an Annotation Earned: Using Fully Synthetic Training for Object Instance Detection Stefan Hinterstoißer Olivier Pauly Tim Hauke Heibel Martina Marek M. Bokeloh 24 40 0 26 Feb 2019
Recent Advances in Object Detection in the Age of Deep Convolutional Neural Networks Shivang Agarwal Jean Ogier du Terrail F. Jurie ObjD 31 123 0 10 Sep 2018