pothole-detection | Topic | Ecosyste.ms: Repos

Topic: "pothole-detection"

keremberke/awesome-yolov8-models

Easy-to-use finetuned YOLOv8 models.

Language: HTML - Size: 51.8 KB - Last synced at: 9 days ago - Pushed at: about 2 years ago - Stars: 198 - Forks: 24

noorkhokhar99/Pothole-Detection-Pothole-Detection-using-python-and-deep-learning

Pothole Detection || Pothole Detection using python and deep learning

Language: Python - Size: 4.15 MB - Last synced at: about 1 month ago - Pushed at: 9 months ago - Stars: 34 - Forks: 13

hlwang1124/AAFramework

Attention Aggregation Framework in PyTorch, ECCV Workshops 2020

Language: Python - Size: 3.02 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 22 - Forks: 4

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.

Language: Jupyter Notebook - Size: 6.08 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 21 - Forks: 5

mounishvatti/pothole_detection_yolov8

Pothole Detection using Ultralytics YOLOv8.

Language: Jupyter Notebook - Size: 24.9 MB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 19 - Forks: 7

ruirangerfan/unsupervised_disparity_map_segmentation

Road Damage Detection Based on Unsupervised Disparity Map Segmentation (T-ITS)

Language: MATLAB - Size: 13.9 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 10 - Forks: 6

DataScienceVibes/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.

Language: Jupyter Notebook - Size: 29.4 MB - Last synced at: 4 months ago - Pushed at: 9 months ago - Stars: 9 - Forks: 1

yagnahaunj1410/Pothole_Detection_Using_Image_Processing

Pothole detection using image processing scheme

Size: 7.43 MB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 9 - Forks: 3

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.

Language: Jupyter Notebook - Size: 1.27 GB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 8 - Forks: 2

zenwav/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.

Language: Dart - Size: 53.1 MB - Last synced at: 4 months ago - Pushed at: about 2 years ago - Stars: 8 - Forks: 1

devstrons/pothole-detector

Helping navigate through maps to prefer road-way.

Language: Dart - Size: 20.5 KB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 8 - Forks: 7

jaygala24/pothole-detection

Dataset accompanying the paper titled "Pothole detection and dimension estimation system using deep learning (YOLO) and image processing"

Size: 5.86 KB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 6 - Forks: 1

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.

Language: Jupyter Notebook - Size: 7.22 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 6 - Forks: 2

HariharanElancheliyan/pothole-detection-using-python

Pothole detection using python OpenCV on GUI based Console

Language: Jupyter Notebook - Size: 20.9 MB - Last synced at: 9 days ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 1

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.

Language: Jupyter Notebook - Size: 90.1 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 0

nirbhayph/spothole.core

Spothole Core Backend (Object Detection + Flask API) - Artificial Intelligence Powered Pothole Detection, Reporting and Management Solution

Language: HTML - Size: 254 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 2

DmPanf/Potholes_Detector

Language: Python - Size: 10.7 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 4 - Forks: 1

kth-vyu/detection_potholes_yolov8n 📦

Поиск выбоин на дорогах с использованием YOLOv8 Nano

Language: Jupyter Notebook - Size: 21.2 MB - Last synced at: 2 days ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

MelekElloumi/pothole-detection-nvidia-ai-hack-2022

This is our idea submission for the Nvidia hack in AI hack 2022.

Language: Jupyter Notebook - Size: 30.1 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 2

Rakshit-Shetty/Pothole-Detection

A pothole detection DL algorithm using Yolo v2 and Tensorflow

Language: Python - Size: 81.9 MB - Last synced at: about 2 months ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 0

Aly-El-Badry/Pothole-Detection

A deep learning-based project for detecting potholes in road surfaces using computer vision. Utilizes YOLO models for accurate, real-time pothole detection from images and videos, with a custom dataset and data augmentation techniques. Ideal for applications in road maintenance, autonomous vehicles, and insurance assessments.

Language: Jupyter Notebook - Size: 17.1 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 1 - Forks: 0

Ali-EL-Badry/Pothole-Detection

Language: Jupyter Notebook - Size: 17.1 MB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

dilshankarunarathne/smart-road-condition-checker

A road condition checking system with Arduino and Machine Learning.

Language: Jupyter Notebook - Size: 22.2 MB - Last synced at: 9 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

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.

Language: Python - Size: 24.4 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

arihant-jain-09/Pothole-Detection-FRCNN-YOLO

Pothole Detection using Faster-RCNN and YOLO v3

Language: Jupyter Notebook - Size: 166 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

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

Language: Jupyter Notebook - Size: 32.2 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 1

nirbhayph/spothole.authority

Spothole (Authority App) - Artificial Intelligence Powered Pothole Detection, Reporting and Management Solution

Language: HTML - Size: 6.88 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 1

rishvant/SafeRoadsAI

AI-driven platform for real-time pothole detection, geolocation-based reporting, and centralized road issue management.

Language: TypeScript - Size: 662 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 1

AriyaArKa/Prediction-Models

A beginner level prediction models for data science and computer vision

Language: Jupyter Notebook - Size: 4.2 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

ChiragBellara/SQM_Street_Quality_Mapper

Street Quality Mapper - A web app that consists of a complete map of the street quality surface of a city and gives a bird's eye view of the roads, enabling the administrator to keep an eye on the state of roads in real time and take informed decisions to improve the road condition.

Language: JavaScript - Size: 13.6 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

charigardash/PotholesDetectionYOLOv8

Pothole Detection using Ultralytics YOLOv8. Topics

Language: Jupyter Notebook - Size: 8.48 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

Spyrosigma/StreetSpecter

StreetSpecter is an innovative AI-driven solution designed to detect potholes and facilitate road maintenance.

Language: Jupyter Notebook - Size: 21.5 MB - Last synced at: 9 days ago - Pushed at: 9 months ago - Stars: 0 - Forks: 1

Nexdata-AI/1200-Videos-Potholed-Road-Collection-Data

1200-Videos-Potholed-Road-Collection-Data

Size: 1.95 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

TaushiqB/Pothole-Alert-System

The pilot vehicle rounds the city daily and sends the pothole coordinates to the cloud. The app will display the pothole and if the user is near the pothole, the user will be alerted.

Language: Jupyter Notebook - Size: 40.9 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

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.

Language: HTML - Size: 36 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0