pothole-detection
There are 2 repositories under pothole-detection topic.
keremberke / awesome-yolov8-models
Easy-to-use finetuned YOLOv8 models.
Language:HTML 153hlwang1124 / AAFramework
Attention Aggregation Framework in PyTorch, ECCV Workshops 2020
Language:Python 29BrianRuizy / 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 19- spothole.core
nirbhayph / spothole.core
Spothole Core Backend (Object Detection + Flask API) - Artificial Intelligence Powered Pothole Detection, Reporting and Management Solution
Language:HTML 16 noorkhokhar99 / Pothole-Detection-Pothole-Detection-using-python-and-deep-learning
Pothole Detection || Pothole Detection using python and deep learning
Language:Python 14ruirangerfan / unsupervised_disparity_map_segmentation
Road Damage Detection Based on Unsupervised Disparity Map Segmentation (T-ITS)
Language:MATLAB 13yagnahaunj1410 / Pothole_Detection_Using_Image_Processing
Pothole detection using image processing scheme
devstrons / pothole-detector
Helping navigate through maps to prefer road-way.
Language:Dart 8mounishvatti / pothole_detection_yolov8
Pothole Detection using Image Segmentation by using a custom dataset with over 700+ images trained on Roboflow and predicting using the latest Ultralytics YOLOv8.
Language:Jupyter Notebook 8srajan-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 8averagePedestrian / 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 6HarshAgarwal2703 / 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 6jaygala24 / pothole-detection
Dataset accompanying the paper titled "Pothole detection and dimension estimation system using deep learning (YOLO) and image processing"
- Language:Jupyter Notebook 5
harikutty5896 / pothole-detection-using-python
Pothole detection using python OpenCV on GUI based Console
Language:Jupyter Notebook 4nive927 / 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 4Tanwar-12 / POT-HOLE-DETECTION-YLOLOV5
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 4- Language:Python 3
E-Kozyreva / detection_potholes_yolov8n
Поиск выбоин на дорогах с использованием YOLOv8 Nano
Language:Jupyter Notebook 3hariprasath-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 3kc-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 2MelekElloumi / pothole-detection-nvidia-ai-hack-2022
This is our idea submission for the Nvidia hack in AI hack 2022.
Language:Jupyter Notebook 2- spothole.authority
Spothole (Authority App) - Artificial Intelligence Powered Pothole Detection, Reporting and Management Solution
Language:HTML 2 Rakshit-Shetty / Pothole-Detection
A pothole detection DL algorithm using Yolo v2 and Tensorflow
Language:Python 2akshxyjagtap / 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.
Language:Python 1arihant-jain-09 / Pothole-Detection-FRCNN-YOLO
Pothole Detection using Faster-RCNN and YOLO v3
Language:Jupyter Notebook 1hamidhosen42 / Pothole-Detection-Using-Transfer-Learning-Models-A-Comparative-Study
Pothole Detection Using Transfer Learning Models: A Comparative Study
Language:Jupyter Notebook 1theabktech / Pothole-Detection-System-using-CNN
This is a pothole detection detection system created using Image Classification by Convolutional Neural Networks.
Language:Jupyter Notebook 1tschia94 / 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.
Language:CSS 1mr-mohan-v / 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 0Rinkesh-8 / YOLO_Potholes-Detection
A computer Vision project for avoiding potholes on road.
Language:Jupyter Notebook 0vismaya-kalyan / computer-vision
CS512-Computer vision assignments and project
Language:HTML 0Nexdata-AI / 1200-Videos-Potholed-Road-Collection-Data
1200-Videos-Potholed-Road-Collection-Data
ramnath-subramanian18 / Pothole-Detector
Backend code for a real-time pothole detection system sending location data to Firebase's Realtime Database.
Language:C++
