Road Damage Detection and Classification with Detectron2 and Faster R-CNN

28 October 2020

Papers citing "Road Damage Detection and Classification with Detectron2 and Faster R-CNN"

17 / 17 papers shown

Title
Global Road Damage Detection: State-of-the-art Solutions Deeksha M. Arya Hiroya Maeda S. Ghosh Durga Toshniwal Hiroshi Omata Takehiro Kashiyama Yoshihide Sekimoto Indian Institute of Technology Roorkee 49 104 0 17 Nov 2020
Transfer Learning-based Road Damage Detection for Multiple Countries Deeksha M. Arya Hiroya Maeda S. Ghosh Durga Toshniwal A. Mraz Takehiro Kashiyama Yoshihide Sekimoto Indian Institute of Technology Roorkee 49 75 0 30 Aug 2020
YOLOv4: Optimal Speed and Accuracy of Object Detection Alexey Bochkovskiy Chien-Yao Wang H. Liao VLM ObjD 164 12,288 0 23 Apr 2020
EfficientDet: Scalable and Efficient Object Detection Mingxing Tan Ruoming Pang Quoc V. Le 101 5,059 0 20 Nov 2019
Self-training with Noisy Student improves ImageNet classification Qizhe Xie Minh-Thang Luong Eduard H. Hovy Quoc V. Le NoLa 309 2,387 0 11 Nov 2019
Albumentations: fast and flexible image augmentations A. Buslaev Alex Parinov Eugene Khvedchenya V. Iglovikov Alexandr A Kalinin 149 1,974 0 18 Sep 2018
YOLOv3: An Incremental Improvement Joseph Redmon Ali Farhadi ObjD 126 21,470 0 08 Apr 2018
Progressive Growing of GANs for Improved Quality, Stability, and Variation Tero Karras Timo Aila S. Laine J. Lehtinen GAN 152 7,371 0 27 Oct 2017
YOLO9000: Better, Faster, Stronger Joseph Redmon Ali Farhadi VLM ObjD 183 15,619 0 25 Dec 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,322 0 10 Dec 2015
SSD: Single Shot MultiBox Detector Wen Liu Dragomir Anguelov D. Erhan Christian Szegedy Scott E. Reed Cheng-Yang Fu Alexander C. Berg ObjD BDL 238 29,830 0 08 Dec 2015
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 705 36,997 0 08 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 520 62,294 0 04 Jun 2015
Fast R-CNN Ross B. Girshick ObjD 306 25,059 0 30 Apr 2015
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,479 0 04 Sep 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 413 43,777 0 01 May 2014
Rich feature hierarchies for accurate object detection and semantic segmentation Ross B. Girshick Jeff Donahue Trevor Darrell Jitendra Malik ObjD 289 26,193 0 11 Nov 2013