基于YOLO模型的路面缺陷检测（Road Damage Detection）
-
Updated
May 10, 2025 - Python
#
road-damage-detection
Here are 16 public repositories matching this topic...
Integrated real-time data analytics for optimized public transport, innovative road monitoring using demand prediction, and conditioning tech for sustainability, real time pothole detection either by image or video, smart parking count system for efficiency using AI/ML.
python real-time aiml innovation transport transportation-planning dataanalytics demand-prediction streamlit pothole-detection road-damage-detection urban-mobility-solution
-
Updated
Mar 4, 2024 - Python
An application for automatic road damage assessment using semantic segmentation on high-resolution images. The project helps municipal authorities and maintenance teams detect and prioritize road repairs, improving safety and reducing costs.
python opencv computer-vision transformers semantic-segmentation instance-segmentation vision-transformer road-damage-detection segformer dinov2
-
Updated
Dec 21, 2024 - Python
Pre-alpha Python and Go toolkit for computer-vision road observations, traffic forecasting, GPS/GeoJSON, map-matching contracts, and route intelligence.
python golang open-source machine-learning computer-vision time-series geojson openstreetmap gps geospatial gis map-matching traffic-forecasting road-damage-detection
-
Updated
Sep 11, 2026 - Python
轻量级道路灾害巡查：识别横向/纵向裂缝、坑洞、垃圾（类别可扩展），支持人工与模型辅助标注 — 架构设计文档集（M0）：数据模型、OpenAPI 契约、训练门禁与边缘离线推理方案
sqlite data-annotation crack-detection architecture-design garbage-detection onnxruntime pothole-detection edge-inference road-damage-detection yolo11 pavement-distress model-assisted-labeling
-
Updated
Sep 19, 2026 - Python
Transfer learning benchmark: ResNet-50, EfficientNet-B3, ViT-B/16, MobileNet-V3 on RDD2022 Japan pavement distress dataset — accuracy, calibration, latency, and parameter count evaluated.
python benchmark computer-vision deep-learning pytorch transfer-learning efficientnet vision-transformer road-damage-detection
-
Updated
May 30, 2026 - Python
Real-time road damage detection on Raspberry Pi 5 using YOLOv8 Nano with NCNN and Hailo-8 backends. Engineering thesis — AGH UST 2026.
raspberry-pi iot computer-vision deep-learning object-detection raspberry-pi-camera ncnn edge-ai road-damage-detection yolov8 hailo-8
-
Updated
Apr 18, 2026 - Python
Deep Learning-based road damage detection and classification. Features a CNN pipeline for image analysis, a web-based monitoring dashboard, and an integrated messaging service for real-time safety alerts.
python infrastructure opencv machine-learning automation computer-vision deep-learning tensorflow keras cnn artificial-intelligence image-classification smart-city road-safety monitoring-system road-damage-detection real-time-alerts
-
Updated
Aug 8, 2024 - Python
AI-powered road damage detection and road health assessment using YOLO, Streamlit, and GPS visualization.
python ai computer-vision deep-learning gps yolo folium streamlit road-damage-detection road-damage yolov12
-
Updated
Jul 13, 2026 - Python
Reproducible CPU-only road damage detection on RDD2022 with domain-aware COCO evaluation and an IEEE paper
computer-vision reproducible-research pytorch object-detection road-damage-detection ieee-paper coco-evaluation cpu-only yolo11 transportation-infrastructure rdd2022 multidomain-learning
-
Updated
Sep 3, 2026 - Python
YOLOv8 pavement distress detection with Grad-CAM explainability — heatmaps, per-class confidence analysis, confusion matrix, and Streamlit dashboard
computer-vision grad-cam pytorch pavement explainable-ai xai streamlit road-damage-detection yolov8 rdd2022
-
Updated
May 30, 2026 - Python
AIQYN — қала жол инфрақұрылымының ақауын AI арқылы автоматты анықтап, ресми құжатын дайындайтын жүйе (SmartCity Hackathon 2026, Шымкент)
python computer-vision object-detection govtech smart-city kazakhstan fastapi vercel road-damage-detection yolov8
-
Updated
Aug 26, 2026 - Python
An advanced YOLOv8 object detection pipeline trained on mixed BDD100k & RDD datasets. Features custom stratification, live spatial mapping, and a three-tier risk assessment classifier optimized
-
Updated
Apr 5, 2026 - Python
AI road damage detection with severity scoring, cross-frame video tracking and geospatial mapping. YOLO + Streamlit, CPU-only inference.
opencv computer-vision deep-learning pytorch yolo object-detection streamlit pothole-detection road-damage-detection rdd2022
-
Updated
Aug 9, 2026 - Python
Ai powered smart road damager detection and repair cost estimator and citizen reporting software
-
Updated
Jun 25, 2026 - Python
Automated ASTM D6433 Pavement Condition Index from road imagery — detection, inverse perspective mapping, and the deduct-value mathematics
computer-vision object-detection civil-engineering streamlit road-damage-detection yolo11 astm-d6433 pavement-condition-index
-
Updated
Aug 23, 2026 - Python
Add this topic to your repo
To associate your repository with the road-damage-detection topic, visit your repo's landing page and select "manage topics."