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Published in:
2022 | OriginalPaper | Chapter
Case Study: Image Recognition
Authors : Liang Wang, Jianxin Zhao, Richard Mortier
Published in: OCaml Scientific Computing
Publisher: Springer International Publishing
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Howcan a computer take an image and answer questions like “is there a cat or a dog in this picture?” In recent years the machine learning community has made tremendous progress in tackling this problem. In particular, Deep Neural Networks (DNN) are able to achieve extraordinary performance on visual recognition tasks, matching or even exceeding human performance in some domains. Having already introduced neural networks in the previous chapter, we will now discuss one specific use case built on that module: using the InceptionV3 architecture to perform image classification.