Road Defect Detection (Images)

Road Defect Detection (Images)

Computer Vision-based Defect Detection

February 2020
Private Repository

An intelligent system that uses computer vision and deep learning to automatically detect and classify various types of road defects from images. The system helps in early identification of road maintenance needs and infrastructure planning.

Technologies Used

PythonPython
PyTorchPyTorch
OpenCVOpenCV
FastAPIFastAPI
MLflowMLflow

Gallery

Defect Detection

Real-time detection of road defects from images

Defect Detection

Analysis Dashboard

Dashboard showing defect analysis and statistics

Analysis Dashboard

Defect Classification

Different types of road defects detected by the system

Defect Classification