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Materials • Vol 18 • No 22
Development and Implementation of a Defect Detection Model for Microstructures Using Image Processing Methods
2025
The aim of this research is to develop and implement artificial intelligence models for the automatic detection of defects in the microstructures of austempered ductile iron (ADI). Our research used three different approaches, representing various categories …
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Mclaren Driver Development Programme

Program to support young racing drivers through their careers

The McLaren Driver Development Programme , formerly known as the McLaren Young Driver Programme , is a driver development programme operated by McLaren. It is intended to offer year-by-year guidance, assistance and endorsement to help promising young racers climb the motorsport ladder. The programme was also formerly known as the McLaren-Honda Young Driver Programme and the McLaren-Mercedes Young Driver Support Programme , reflecting engine deals with Honda and Mercedes, respectively.

The most notable participant in the programme is Lewis Hamilton, who joined the programme while karting and eventually graduated to the McLaren F1 Team.

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Materials • Vol 18 • No 22
Development and Implementation of a Defect Detection Model for Microstructures Using Image Processing Methods
2025
The aim of this research is to develop and implement artificial intelligence models for the automatic detection of defects in the microstructures of austempered ductile iron (ADI). Our research used three different approaches, representing various categories of machine learning tasks: image classification (ResNet), pixel-wise segmentation (UNet), and object detection (YOLO). Each of the models were adapted to the specific characteristics of the dataset and tested on a collection of microstructural images prepared …
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