pothole-detection
There are 43 repositories under pothole-detection topic.
keremberke/awesome-yolov8-models
Easy-to-use finetuned YOLOv8 models.
hlwang1124/AAFramework
Attention Aggregation Framework in PyTorch, ECCV Workshops 2020
noorkhokhar99/Pothole-Detection-Pothole-Detection-using-python-and-deep-learning
Pothole Detection || Pothole Detection using python and deep learning
BrianRuizy/2019-Microsoft-IoT-hackathon
🥇 1st place winner | Bump.IT - Pothole detection and mapping. Using data science methods of analysis, mobile phone's telemetry, computer vision, and, deployed through Azure.
nirbhayph/spothole.core
Spothole Core Backend (Object Detection + Flask API) - Artificial Intelligence Powered Pothole Detection, Reporting and Management Solution
mounishvatti/pothole_detection_yolov8
Pothole Detection using Ultralytics YOLOv8.
ruirangerfan/unsupervised_disparity_map_segmentation
Road Damage Detection Based on Unsupervised Disparity Map Segmentation (T-ITS)
devstrons/pothole-detector
Helping navigate through maps to prefer road-way.
yagnahaunj1410/Pothole_Detection_Using_Image_Processing
Pothole detection using image processing scheme
srajan-kiyotaka/Pothole-Detection
The Model will detect whether the image consists of potholes or not. If the image consists of pothole then it will detect the total number of potholes in the image as well as it will assign them a level.
averagePedestrian/Pothole-detection-using-smartphone-A-Driver-Assistant
A mobile application made in Flutter that is capable of detecting potholes in real-time and alerting the driver to avoid any accidents caused by potholes. The app also estimates approx dimensions of the pothole to measure the severity may caused upon accident.
HarshAgarwal2703/Pothole-Project
Road transport is the most widely used means of transportation around the world. With this high use of road transport, the safety of travellers’ becomes the prime concern for any governing authority. While some safety concerns arise from driver errors and environmental factors, most cases are a result of poor maintenance of these roads. Potholes, specifically, are one of the leading causes of road accidents throughout the world and need to be taken care of immediately, by the authorities. This paper presents a solution that makes use of civilians’ mobile sensors, along with image-based alternatives to detect potholes in real-time, using Machine Learning. The concerned authorities are then notified about the same through a web-based portal, to take the necessary action. The solution also incorporates pivoting existing complaints, location tagging and prioritization. Additionally, the solution provides a forecast of the likelihood of issues regarding potholes, constantly updating time series data of the locations.
jaygala24/pothole-detection
Dataset accompanying the paper titled "Pothole detection and dimension estimation system using deep learning (YOLO) and image processing"
Tanwar-12/POT-HOLE-DETECTION-YOLOV5
This dataset could be used for automatically finding and categorizing potholes in city streets so the worst ones can be fixed faster.
hariprasath-v/AV-Dataverse-Hack-Build-an-AI-Model-to-Save-Lives
Build a computer vision-based technology to process and detect the potholes present in an image.
harikutty5896/pothole-detection-using-python
Pothole detection using python OpenCV on GUI based Console
nive927/Pothole-and-Plain-Road-Classification
Using deep learning and transfer learning techniques to differentiate plain roads and those with potholes using three different classifiers to obtain the best accuracy with the same convolutional base
E-Kozyreva/detection_potholes_yolov8n
Поиск выбоин на дорогах с использованием YOLOv8 Nano
kc-codes/Urban-Mobility-Solution
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.
MelekElloumi/pothole-detection-nvidia-ai-hack-2022
This is our idea submission for the Nvidia hack in AI hack 2022.
nirbhayph/spothole.authority
Spothole (Authority App) - Artificial Intelligence Powered Pothole Detection, Reporting and Management Solution
Rakshit-Shetty/Pothole-Detection
A pothole detection DL algorithm using Yolo v2 and Tensorflow
akshxyjagtap/Pothole-Detection-System-using-YOLO-Tiny-v4
An intelligent Pothole Detection system using YOLOv4 Tiny, capable of identifying and categorizing potholes . The severity level of each pothole (Low, Medium, High) is assessed based on its area in the frame. This system provides a valuable tool for monitoring road conditions and prioritizing maintenance efforts.
arihant-jain-09/Pothole-Detection-FRCNN-YOLO
Pothole Detection using Faster-RCNN and YOLO v3
dilshankarunarathne/smart-road-condition-checker
A road condition checking system with Arduino and Machine Learning.
theabktech/Pothole-Detection-System-using-CNN
This is a pothole detection detection system created using Image Classification by Convolutional Neural Networks.
tschia94/PODOR
The goal of this project is to develop a robust and scalable solution that can automatically identify and classify potholes in real-time using image and video data from various sources, such as dashcams, traffic cameras, or drones.
AriyaArKa/Prediction-Models
A beginner level prediction models for data science and computer vision
mzsv/Hackaton_GoogleCloudDayLisbon2024
Eye on the Asphalt (Hackathon winning project) automates pothole detection using video data from public buses. Developed for the Google Cloud Day '24 Lisbon Hackathon, this AI-powered system processes real-time footage to identify and report road issues, improving urban road maintenance and sustainability. Recognized as the Hackathon winner!
akshxyjagtap/RoadGuardian-Pothole-Detection-System-with-Dashboard
An intelligent Pothole Detection system using YOLOv4 Tiny, capable of identifying and categorizing potholes . The severity level of each pothole (Low, Medium, High) is assessed based on its area in the frame. This system provides a valuable tool for monitoring road conditions and prioritizing maintenance efforts.
charigardash/PotholesDetectionYOLOv8
Pothole Detection using Ultralytics YOLOv8. Topics
Nexdata-AI/1200-Videos-Potholed-Road-Collection-Data
1200-Videos-Potholed-Road-Collection-Data
Spyrosigma/StreetSpecter
StreetSpecter is an innovative AI-driven solution designed to detect potholes and facilitate road maintenance.
vivekkj123/pothole-tracker
Pothole Detection and mapping using YoloV4, done for S6 Mini project