| RDD2022: A multi-national image dataset for automatic Road Damage Detection | Sep 18, 2022 | object-detectionObject Detection | CodeCode Available | 2 |
| InconSeg: Residual-Guided Fusion With Inconsistent Multi-Modal Data for Negative and Positive Road Obstacles Segmentation | May 2, 2023 | Autonomous VehiclesDecoder | CodeCode Available | 1 |
| Computer-Aided Road Inspection: Systems and Algorithms | Mar 4, 2022 | Road Damage Detection | CodeCode Available | 1 |
| CNN Model & Tuning for Global Road Damage Detection | Mar 17, 2021 | AvgGPU | CodeCode Available | 1 |
| An Efficient and Scalable Deep Learning Approach for Road Damage Detection | Nov 18, 2020 | Data AugmentationImage Augmentation | CodeCode Available | 1 |
| Road Damage Detection using Deep Ensemble Learning | Oct 30, 2020 | Ensemble LearningManagement | CodeCode Available | 1 |
| Road Damage Detection and Classification with Detectron2 and Faster R-CNN | Oct 28, 2020 | General ClassificationRoad Damage Detection | CodeCode Available | 1 |
| Deep Learning Frameworks for Pavement Distress Classification: A Comparative Analysis | Oct 21, 2020 | ClassificationDeep Learning | CodeCode Available | 1 |
| Transfer Learning-based Road Damage Detection for Multiple Countries | Aug 30, 2020 | Road Damage DetectionTransfer Learning | CodeCode Available | 1 |
| Road Damage Detection Using Deep Neural Networks with Images Captured Through a Smartphone | Jan 29, 2018 | GPUobject-detection | CodeCode Available | 1 |
| TD-RD: A Top-Down Benchmark with Real-Time Framework for Road Damage Detection | Jan 24, 2025 | object-detectionObject Detection | —Unverified | 0 |
| RDD4D: 4D Attention-Guided Road Damage Detection And Classification | Jan 6, 2025 | Road Damage Detection | CodeCode Available | 0 |
| Optimizing YOLO Architectures for Optimal Road Damage Detection and Classification: A Comparative Study from YOLOv7 to YOLOv10 | Oct 10, 2024 | Road Damage Detection | —Unverified | 0 |
| Real-Time Dynamic Scale-Aware Fusion Detection Network: Take Road Damage Detection as an example | Sep 4, 2024 | 2D Object Detectionobject-detection | CodeCode Available | 0 |
| DAPONet: A Dual Attention and Partially Overparameterized Network for Real-Time Road Damage Detection | Sep 3, 2024 | Road Damage Detection | —Unverified | 0 |
| Cut-and-Paste with Precision: a Content and Perspective-aware Data Augmentation for Road Damage Detection | Jun 6, 2024 | Data AugmentationObject | —Unverified | 0 |
| Integrating GAN and Texture Synthesis for Enhanced Road Damage Detection | Sep 13, 2023 | Road Damage DetectionTexture Synthesis | —Unverified | 0 |
| Crowdsensing-based Road Damage Detection Challenge (CRDDC-2022) | Nov 21, 2022 | Ensemble LearningRoad Damage Detection | —Unverified | 0 |
| Road Damages Detection and Classification with YOLOv7 | Oct 31, 2022 | ClassificationDeep Learning | —Unverified | 0 |
| AI-Driven Road Maintenance Inspection v2: Reducing Data Dependency & Quantifying Road Damage | Oct 7, 2022 | Few-Shot Learningobject-detection | —Unverified | 0 |
| Road Rutting Detection using Deep Learning on Images | Sep 28, 2022 | Deep LearningObject | —Unverified | 0 |
| A Computer Vision-assisted Approach to Automated Real-Time Road Infrastructure Management | Feb 27, 2022 | Managementobject-detection | —Unverified | 0 |
| Global Road Damage Detection: State-of-the-art Solutions | Nov 17, 2020 | Ensemble LearningRoad Damage Detection | —Unverified | 0 |
| FasterRCNN Monitoring of Road Damages: Competition and Deployment | Oct 22, 2020 | Road Damage Detection | CodeCode Available | 0 |
| Road Damage Detection Based on Unsupervised Disparity Map Segmentation | Oct 11, 2019 | Road Damage Detection | CodeCode Available | 0 |
