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ML Kit for Firebase

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Juan Guillermo Gómez ➢ Co-Leader y Co-Founder del GDG Cali. ➢ CEO DevHack. ➢ Consultant and advisor on software architecture, cloud computing and software development. ➢ Experience in several languages ​​and platforms. (C, C#, Java, NodeJS, android, GCP, Firebase). ➢ Google Developer Expert (GDE) in Firebase ➢ BS in System Engineering and a MS in Software Engineering. ➢ @jggomez ➢ [email protected]

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Machine Learning ➢ Learning is any process by which a system improves performance from experience. ➢ Machine Learning is concerned with computer programs that automatically improve their performance through experience. Hebert Alexander Simon

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Why now? ➢ Flood of available data. ➢ Increasing computational power. ➢ Growing progress in avalaible algorithms and theory developed by researchers. ➢ Increasing support from industries. ➢ Machine Learning is concerned with computer programs that automatically improve their performance through experience.

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ML Applications

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ML Kit for Firebase ➢ Mobile machine learning for all skill levels ➢ ML Kit lets you bring powerful machine learning features to your app. ➢ Android and iOS. ➢ You should not have ML experience. ➢ Production ready for common uses cases. ➢ On-device or in the cloud. ➢ Deploy custom models. ➢ Google cloud visión API, Tensorflow Lite, Android Neural Networks API

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ML Kit for Firebase

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Text Recognition

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Text Recognition

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Text Recognition

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Text Recognition

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Face Detection

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Face Detection

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Face Detection

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Face Detection

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Face Detection

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Face Detection

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Face Detection

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Scan Barcode

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Scan Barcode

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Scan Barcode

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Scan Barcode

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Label Images

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Label Images

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Label Images

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Label Images

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Landmarks

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Landmarks

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Landmarks

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DEMO https://github.com/jggomez/ml_kit_firebase

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https://www.facebook.com/escueladevhack / Escuela de Hackers www.devhack.co https://github.com/escueladevhac k