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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

Testing the model

Now we need to load the trained model and test it. Here, we will be using the video stream. The FER application will detect the emotion based on my facial expression. You can refer to the code using this GitHub link: https://github.com/jalajthanaki/Facial_emotion_recognition_using_TensorFlow/blob/master/emotion_recognition.py.

You can find the code snippet for this in the following figure:

Testing the model

Figure 10.35: Code snippet for loading the trained model and performing testing

In order to start testing, we need to execute the following command:

$ python emotion_recognition.py poc

This testing will use your webcam. I have some demo files that ...

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Publisher Resources

ISBN: 9781788390040Supplemental Content