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Machine Learning Solutions by Jalaj Thanaki

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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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