Preparing DL models for mobile devices
Mobile devices have reshaped how we carry out our daily lives by enabling easy access to the internet; many of our daily tasks heavily depend on mobile devices. Hence, if we can deploy DL models on mobile apps, we should be able to achieve the next level of convenience. Popular use cases include translation among different languages, object detection, and digit recognition, to name a few.
The following screenshots provide some example use cases:
Figure 11.1 – From left to right, the listed apps handle plant identification, object detection, and machine translation, exploiting the flexibility of DL
There exist many operating systems (OSs) for mobile devices. However, two OSs are dominating the mobile market currently: iOS and Android. iOS is the OS for devices from Apple, such as iPhone and iPad. Similarly, Android is the standard OS for devices produced by companies such as—for example—Samsung...
