October 2018
Intermediate to advanced
246 pages
6h 26m
English
Content preview from Machine Learning Projects for Mobile Applications
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Basic feature set
ML Kit comes with a ready-to-use code base for common use cases such as detecting faces from an image, barcode scanning, finding text in an image, and image labeling. By passing on the data to the API, we can get the answer to our query on basic use cases with a few lines of code.
The ML Kit provides both on-device as well as cloud APIs. Based on our requirements, we can use either one of these services. While on-device APIs work faster, cloud APIs will provide better accuracy.
Not all mobile applications fall under the default APIs provided with the ML Kit. We will always have our own case to solve through ML. ML Kit supports deploying our custom TensorFlow Lite model into a cloud and acts as a layer to interact with your ...
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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.