October 2018
Intermediate to advanced
246 pages
6h 26m
English
Content preview from Machine Learning Projects for Mobile Applications
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A Snapchat-Like AR Filter on Android
In this chapter, we will build an Augmented Reality (AR) filter that is used on applications such as Snapchat and Instagram using TensorFlow Lite. With this application, we will place AR filters on top of a real-time camera view. For example, we can add a mustache to a male's facial key point, and we can add a relevant emotional expression on top of the eyes. The TensorFlow Lite model is used to detect gender and emotion from the camera view.
In this chapter, we will understand the following concepts:
- MobileNet models
- Building the dataset required for model conversion
- Building the Android application
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.