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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

Problem with existing approach

Although the MobileNet SSD is fast and gives us good results, it still can't identify classes such as cup, pen, and so on. So, we need to use the pre-trained model that has been trained on a variety of objects. In this upcoming iteration, we need to use the pre-trained model, for example, the TensorFlow object detection API, which will able to identify the different objects compared to the baseline approach. So now, let's look at how we will optimize the existing approach.

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Publisher Resources

ISBN: 9781788390040Supplemental Content