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Claude (Language Model)
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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Claude (Language Model)

Large language model developed by Anthropic

Claude is a family of large language models developed by Anthropic. The first model was released in March 2023.

The Claude 3 family, released in March 2024, consists of three models: Haiku, optimized for speed; Sonnet, which balances capability and performance; and Opus, designed for complex reasoning tasks. These models can process both text and images, with Claude 3 Opus demonstrating enhanced capabilities in areas like mathematics, programming, and logical reasoning compared to previous versions. Claude 4, which includes Opus and Sonnet, was released in May 2025.

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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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