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RDD2022: A multi-national image dataset for automatic Road Damage
  Detection

RDD2022: A multi-national image dataset for automatic Road Damage Detection

Geoscience Data Journal (GDJ), 2022
18 September 2022
Deeksha M. Arya
Hiroya Maeda
S. Ghosh
Durga Toshniwal
Inc.
ArXiv (abs)PDFHTML

Papers citing "RDD2022: A multi-national image dataset for automatic Road Damage Detection"

18 / 18 papers shown
Self-Supervised Visual Prompting for Cross-Domain Road Damage Detection
Self-Supervised Visual Prompting for Cross-Domain Road Damage Detection
Xi Xiao
Zhuxuanzi Wang
Mingqiao Mo
Chen Liu
Chenrui Ma
Yanshu Li
Smita Krishnaswamy
Xiao Wang
Tianyang Wang
132
1
0
16 Nov 2025
Joint Training of Image Generator and Detector for Road Defect Detection
Joint Training of Image Generator and Detector for Road Defect Detection
Kuan-Chuan Peng
84
0
0
03 Sep 2025
YOLO-ROC: A High-Precision and Ultra-Lightweight Model for Real-Time Road Damage Detection
YOLO-ROC: A High-Precision and Ultra-Lightweight Model for Real-Time Road Damage Detection
Zicheng Lin
Weichao Pan
ObjD
167
0
0
31 Jul 2025
Intelligent Road Anomaly Detection with Real-time Notification System for Enhanced Road Safety
Intelligent Road Anomaly Detection with Real-time Notification System for Enhanced Road Safety
Ali Almakhluk
Uthman Baroudi
Yasser El-Alfy
125
0
0
13 May 2025
Enhancing Pothole Detection and Characterization: Integrated Segmentation and Depth Estimation in Road Anomaly Systems
Enhancing Pothole Detection and Characterization: Integrated Segmentation and Depth Estimation in Road Anomaly Systems
Uthman Baroudi
Alala BaHamid
Yasser Elalfy
Ziad Al Alami
190
1
0
18 Apr 2025
Vehicular Road Crack Detection with Deep Learning: A New Online Benchmark for Comprehensive Evaluation of Existing Algorithms
Vehicular Road Crack Detection with Deep Learning: A New Online Benchmark for Comprehensive Evaluation of Existing Algorithms
Nachuan Ma
Zhengfei Song
Qiang Hu
Chuang-Wei Liu
Yu Han
Yanting Zhang
Rui Fan
Lihua Xie
275
5
0
23 Mar 2025
Optimizing YOLO Architectures for Optimal Road Damage Detection and
  Classification: A Comparative Study from YOLOv7 to YOLOv10
Optimizing YOLO Architectures for Optimal Road Damage Detection and Classification: A Comparative Study from YOLOv7 to YOLOv10BigData Congress [Services Society] (BSS), 2024
Vung Pham
Lan Dong Thi Ngoc
Duy-Linh Bui
96
10
0
10 Oct 2024
Automated Road Safety: Enhancing Sign and Surface Damage Detection with
  AI
Automated Road Safety: Enhancing Sign and Surface Damage Detection with AI
Davide Merolla
Vittorio Latorre
Antonio Salis
Gianluca Boanelli
79
1
0
22 Jul 2024
Improving classification of road surface conditions via road area
  extraction and contrastive learning
Improving classification of road surface conditions via road area extraction and contrastive learning
L. Trinh
Ali Anwar
Siegfried Mercelis
222
2
0
19 Jul 2024
Multiple data sources and domain generalization learning method for road
  surface defect classification
Multiple data sources and domain generalization learning method for road surface defect classification
L. Trinh
Ali Anwar
Siegfried Mercelis
173
3
0
14 Jul 2024
YOLO9tr: A Lightweight Model for Pavement Damage Detection Utilizing a
  Generalized Efficient Layer Aggregation Network and Attention Mechanism
YOLO9tr: A Lightweight Model for Pavement Damage Detection Utilizing a Generalized Efficient Layer Aggregation Network and Attention Mechanism
S. Youwai
Achitaphon Chaiyaphat
Pawarotorn Chaipetch
158
33
0
17 Jun 2024
Road Surface Defect Detection -- From Image-based to Non-image-based: A
  Survey
Road Surface Defect Detection -- From Image-based to Non-image-based: A Survey
Jongmin Yu
Jiaqi Jiang
S. Fichera
Paolo Paoletti
Lisa Layzell
Devansh Mehta
Shan Luo
154
26
0
06 Feb 2024
Leveraging AI for Natural Disaster Management : Takeaways From The
  Moroccan Earthquake
Leveraging AI for Natural Disaster Management : Takeaways From The Moroccan Earthquake
Morocco Solidarity Hackathon
238
5
0
15 Nov 2023
Integrating GAN and Texture Synthesis for Enhanced Road Damage Detection
Integrating GAN and Texture Synthesis for Enhanced Road Damage Detection
Tengyang Chen
Jiangtao Ren
GAN
237
12
0
13 Sep 2023
Fusing Pseudo Labels with Weak Supervision for Dynamic Traffic Scenarios
Fusing Pseudo Labels with Weak Supervision for Dynamic Traffic Scenarios
Harshith Mohan Kumar
Sean Lawrence
201
0
0
30 Aug 2023
Does Image Anonymization Impact Computer Vision Training?
Does Image Anonymization Impact Computer Vision Training?
Håkon Hukkelås
Frank Lindseth
PICVCVBM
224
30
0
08 Jun 2023
Crowdsensing-based Road Damage Detection Challenge (CRDDC-2022)
Crowdsensing-based Road Damage Detection Challenge (CRDDC-2022)
Deeksha M. Arya
Hiroya Maeda
S. Ghosh
Durga Toshniwal
Hiroshi Omata
Takehiro Kashiyama
Osaka University of Economics
124
65
0
21 Nov 2022
Road Rutting Detection using Deep Learning on Images
Road Rutting Detection using Deep Learning on Images
Poonam Kumari Saha
Deeksha M. Arya
Ashutosh Kumar
Hiroya Maeda
Y. Sekimoto
130
11
0
28 Sep 2022
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