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Machine Learning Solutions
book

Machine Learning Solutions

by Jalaj Thanaki
April 2018
Beginner to intermediate content levelBeginner to intermediate
566 pages
12h 17m
English
Packt Publishing
Content preview from Machine Learning Solutions

Building the baseline model

In this section, we will be looking at the coding part. You can refer to the code given at this GitHub link: https://github.com/jalajthanaki/Real_time_object_detection/tree/master/base_line_model.

First, download the project from the given link and install OpenCV, as per the information given earlier in this chapter. When you download this project folder, there is a pre-trained MobileNet SSD that has been implemented using the caffe library, but here, we are using the pre-trained binary model. We are using OpenCV for loading the pre-trained model as well as streaming the video feeds from the webcam.

In the code, first, we specify the libraries that we need to import and define the command-line arguments that will be used ...

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Publisher Resources

ISBN: 9781788390040Supplemental Content