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Pro Deep Learning with TensorFlow: A Mathematical Approach to Advanced Artificial Intelligence in Python by Santanu Pattanayak

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© Santanu Pattanayak 2017

Santanu Pattanayak, Pro Deep Learning with TensorFlow, https://doi.org/10.1007/978-1-4842-3096-1_6

6. Advanced Neural Networks

Santanu Pattanayak

(1)Bangalore, Karnataka, India

In this chapter, we will look at some of the advanced concepts and models in deep learning being used recently. Image segmentation and object localization and detection are some of the key areas that have garnered a lot of importance lately. Image segmentation plays a crucial role in detecting diseases and abnormalities through the processing of medical images. At the same time, it is equally crucial in industries such as aviation, manufacturing, and other domains to detect anomalies such as cracks or other unwanted conditions in machinery. Similarly ...

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