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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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Asian Development Bank

Regional development bank in Asia-Pacific

The Asian Development Bank (ADB) is a regional development bank to promote social and economic development in Asia. The bank is headquartered in Metro Manila, Philippines, and maintains 31 field offices around the world.

The bank was established on 19 December 1966 and admits the members of the UN Economic and Social Commission for Asia and the Pacific (UNESCAP, formerly the Economic Commission for Asia and the Far East or ECAFE), and non-regional developed countries. Starting with 31 members at its establishment, by 2019 ADB had 69 members.

The ADB was modeled closely on the World Bank and has a similar weighted voting system, where votes are distributed in proportion with members' capital subscriptions.

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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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