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transfer learning and image classification

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Automatic Classification – Tagging and Summarization – Customizable Filtering and Analysis

If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …

Transfer Learning and Image Classification with ML.NET

#artificialintelligenceMar-22-2021, 08:22:54 GMT

Historically, image classification is a problem that popularized deep neural networks especially visual types of neural networks – Convolutional neural networks (CNN). We will not go into details about what are CNNs and how they work. However, we can say that CNNs were popularized after they broke a record in The ImageNet Large Scale Visual Recognition Challenge (ILSVRC) back in 2012. This competition evaluates algorithms for object detection and image classification at a large scale. The dataset that they provide contains 1000 image categories and over 1.2 million images.

architecture, neural network, transfer learning and image classification, (2 more...)

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Technology: Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.67)

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