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Advanced Applied Deep Learning : Convolutional Neural Networks and Object Detection by Umberto Michelucci

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© Umberto Michelucci 2019
U. MichelucciAdvanced Applied Deep Learning https://doi.org/10.1007/978-1-4842-4976-5_7

7. Object Localization: An Implementation in Python

Umberto Michelucci1 
(1)
TOELT LLC, Dübendorf, Switzerland
 

In this chapter, we will look at the YOLO (You Only Look Once) method for object detection. The chapter is split in two parts: in the first section we learn how the algorithm works, and in the second section, I will give an example of how you can use it in your own Python projects.

Keep in mind that YOLO is quite complicated, so for 99% of you, a pre-trained model is the best choice for doing object detection. For the 1% at the forefront of the research, you probably don’t need this book anyway and you should know how to do object ...

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