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_aQ325.5 _b.M662 2021 |
082 | 0 | 4 |
_a006.31 _223 _bMOR-A |
100 | 1 | _aMoroney, Laurence | |
245 | 1 | 0 |
_aAI and machine learning for on-device development : _ba programmer's guide _cby Laurence Moroney |
260 |
_aNew Delhi : _bO'Reilly, _c©2021 |
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300 |
_axv, 309 p. : _bill. ; _c24 cm |
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500 | _aIncludes index. | ||
505 | 0 |
_t1. Introduction to AI and machine learning _t2. Introduction to computer vision _t3. Introduction to ML kit _t4. Computer vision apps with ML kit on Android _t5. Text processing apps with ML kit on Android _t6. Computer vision apps with ML kit on iOS _t7. Text processing apps with ML kit on iOS _t8. Going deeper : understanding TensorFlow Lite _t9. Creating custom models _t 10. Using custom models in Android _t11. Using custom models in iOS _t12. Productizing your app using Firebase _t13. Create ML and Core ML for simple iOS apps _t14. Accessing Cloud-based models from mobile apps _t15. Ethics, fairness, and privacy for mobile apps. |
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520 | _aAI is nothing without somewhere to run it. Now that mobile devices have become the primary computing device for most people, it's essential that mobile developers add AI to their toolbox. This insightful book is your guide to creating and running models on popular mobile platforms such as iOS and Android. Laurence Moroney, lead AI advocate at Google, offers an introduction to machine learning techniques and tools, then walks you through writing Android and iOS apps powered by common ML models like computer vision and text recognition, using tools such as ML Kit, TensorFlow Lite, and Core ML. If you're a mobile developer, this book will help you take advantage of the ML revolution today. | ||
650 | 0 |
_aApplication software _xDevelopment. |
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650 | 0 | _aMachine learning. | |
650 | 0 | _aMobile computing. | |
650 | 6 |
_aLogiciels d'application _xDéveloppement. |
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650 | 6 | _aApprentissage automatique. | |
650 | 6 | _aInformatique mobile. | |
650 | 7 |
_aApplication software _xDevelopment. _2fast |
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650 | 7 |
_aMachine learning. _2fast |
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650 | 7 |
_aMobile computing. _2fast |
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655 | 7 |
_aHandbooks and manuals. _2lcgft |
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