Trained from scratch, our road surface & damage detection model allows pixel-accurate detection and classification of the following elements on public roads, bike paths and sidewalks:
The examples below show actual detection results from several models trained to identify cracks, alligator cracks, substantial damages, open joints and closed joints.
Road markings are often subject to a series of deterioration issues or are even missing in certain places. Suitable maintenance like repainting can only be conducted if comprehensive understanding of their as-is condition is known. With Detekt you can easily identify, classify and measure road markings and assess their current condition to provide a proper basis for your roadway management.
The Detekt road sign recognition model uses a three-step approach to correctly identify each individual sign.
Road sign segmentation and OCR for additional signs can be performed within any city or country at this moment. Our classification model currently covers the Austrian road sign catalogue. Any other catalogue can be easily added within a few weeks with minor necessary annotation work provided by us.
Asset management within a city is crucial to ensure that the city can maintain its infrastructure and future investment decisions are made on the right basis. Depending on the available data, Detekt enables you to identify, locate and measure any object within your city to perform the following tasks:
Detekt forms the perfect basis for long term city planning, frees up valuable time and allows greater transparancy and risk mitigation.
An asset which is damaged or shut down for maintenance is often difficult to identify and costly. Traditional on-site asset inspection is very time-consuming and inefficient, even if mobile mapping image data is available to perform this task from your desktop. Detekt analyzes existing footage using Artificial Intelligence to identify and classify defects, be it a crack or a damaged traffic sign. Maintenance staff no longer need to manually look for defects or rely on reports from observant citizens and benefit from time savings and an improved maintenance process.