Easy-to-use finetuned YOLOv8 models.

Attention Aggregation Framework in PyTorch, ECCV Workshops 2020

Pothole Detection || Pothole Detection using python and deep learning

🥇 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.

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

Pothole Detection using Ultralytics YOLOv8.

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

Helping navigate through maps to prefer road-way.

This dataset could be used for automatically finding and categorizing potholes in city streets so the worst ones can be fixed faster.

Pothole detection using image processing scheme

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

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.

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.

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…

Build a computer vision-based technology to process and detect the potholes present in an image.

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

Pothole detection using python OpenCV on GUI based Console

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.