YOLOv7-based road damage detection system trained on RDD2022 multi-national dataset. Achieves 63.85% mAP for detecting cracks and potholes. Includes Gradio UI.
python machine-learning computer-vision deep-learning pytorch ensemble-learning object-detection gradio smart-cities civil-engineering crack-detection pothole-detection road-damage-detection yolov7 infrastucture-monitoring rdd2022
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Updated
Dec 19, 2025 - Jupyter Notebook