Route screening
AI-based surface classification
Team
2 AI developers
Project duration
3 months
Product success
Automation of manual processes within the WiR Solution software
Route screening
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Together with WiR Solution GmbH, we have created an AI for the automated classification of areas on images, e.g. for classification according to lawn or asphalt. While this classification to determine a possible route routing was previously carried out image by image of people, this development allows the process to be automated and thus relieves employees of this repetitive task.
Our partner:
Our services: Consulting, AI development, deployment and support
Technologies used : Image classification via CNN and FNN
"By working with Kaitos, we were able to identify and implement automation potential in image recognition. This has sustainably optimized our processes. In the future we will continue to rely on Kaitos to further develop our technical planning and get the most out of it."
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Frank Ribbers, Managing Director, WiR Solutions GmbH
Reliable
Over 99% correct classification
Fast
Only 1 second instead of 1 minute
Simple
Replaces manual efforts with complete automation
And how does it work?
Image creation
Surface images are made by camera vehicle
AI-based classification
The filmed surfaces are segmented and classified according to previously predefined classes, eg asphalt, green area.
Embedding into existing software
This classification is automatically adopted within the planning software of the WiR Solution.
At the end of the process, a fully classified surface analysis is available for route routing.
Product success
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