Artificial intelligence

AI in machine vision panel discussion

The panellists discussed the latest advances in neural network-based approaches to vision applications, and gave advice on what engineers should focus on to develop a successful AI vision project

Deploying hybrid AI to reduce inspection costs

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The white paper describes how one of Pleora's customers has benefited from the firm's AI Gateway product, which simplifies the deployment of machine learning to improve quality inspection. Working with existing hardware and software, the embedded platform integrates plug-in AI skills, a user-friendly approach to algorithm training, and powerful processing to support more advanced machine learning and computer vision algorithms.

MVTec’s deep learning tool provides means to label data simply and efficiently

Dealing with data

Matthew Dale explores the software to simplify the management and labelling of deep learning data

Getting started with a deep learning factory automation project

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Deep learning image analysis is opening factory automation opportunities across a wide range of industries. However, plant managers rightly hesitate to risk their existing qualified processes in favour of a new technology’s potential rewards. Here are five areas to consider before deploying a first pilot project to avoid costly missteps and lost time.

MVTec’s Halcon software library includes a deep learning OCR tool with pre-trained fonts from a wide range of industries. Credit: MVTec

Code critical

Matthew Dale explores vision solutions for code reading and inspection in pharmaceutical production

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