Pothole Detection Systems ML Frameworks
AI-powered systems for detecting, reporting, and managing road potholes and pavement damage using computer vision and YOLO models. Does NOT include general road damage detection unrelated to potholes, lane detection, or broader infrastructure monitoring without pothole focus.
There are 13 pothole detection systems frameworks tracked. The highest-rated is nirbhayph/spothole.core at 30/100 with 23 stars.
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| # | Framework | Score | Tier |
|---|---|---|---|
| 1 |
nirbhayph/spothole.core
Spothole Core Backend (Object Detection + Flask API) - Artificial... |
|
Emerging |
| 2 |
noorkhokhar99/Pothole-Detection-Pothole-Detection-using-python-and-deep-learning
Pothole Detection || Pothole Detection using python and deep learning |
|
Experimental |
| 3 |
Wydoinn/Pothole-Detection
This repository contains a pothole detection system using YOLOv8 for... |
|
Experimental |
| 4 |
srajan-kiyotaka/Pothole-Detection
The Model will detect whether the image consists of potholes or not. If the... |
|
Experimental |
| 5 |
samyesuraj/Dashcam-Pothole-Detection
Real-time pothole detection using dashcam video, GPS data, and machine... |
|
Experimental |
| 6 |
adi-code22/Pothole-Detection
Pothole detection using ML model trained into a Flutter App |
|
Experimental |
| 7 |
ReverendBayes/Co-DETR-Car-Damage-Detector
A deep learning–based computer vision training pipeline for car damage... |
|
Experimental |
| 8 |
Sowdeshwar-99/real-time-pothole-detection-android
Real-time pothole detection Android application using computer vision,... |
|
Experimental |
| 9 |
Ujjwal2017099/Pothole_Locator
The project aims to develop a robust Pothole Detection System that can... |
|
Experimental |
| 10 |
Kanishk1420/StreetSense-Road-Damage-Detection
StreetSense is a Flutter-based mobile application designed to capture images... |
|
Experimental |
| 11 |
wargraver/pothole_detection
By using this app users can report the potholes on road by clicking a photo... |
|
Experimental |
| 12 |
rossriserose/VMC-RoadDamageDetection
This project is an AI-powered pothole monitoring platform that detects road... |
|
Experimental |
| 13 |
sivakanth1/Detecting_Road_Damage
YOLOv7-based road damage detection system trained on RDD2022 multi-national... |
|
Experimental |