Firebase ML Kit

- 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

Transcript

1. ML Kit for Firebase
2. 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 ➢ jggomez@devhack.co <vanity> </vanity>
3. 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
4. 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.
5. ML Applications
7. 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
8. ML Kit for Firebase
9. Text Recognition
10. Text Recognition
11. Text Recognition
12. Text Recognition
13. Face Detection
14. Face Detection
15. Face Detection
16. Face Detection
17. Face Detection
18. Face Detection
19. Face Detection
20. Scan Barcode
21. Scan Barcode
22. Scan Barcode
23. Scan Barcode
24. Label Images
25. Label Images
26. Label Images
27. Label Images
28. Landmarks
29. Landmarks
30. Landmarks
31. DEMO https://github.com/jggomez/ml_kit_firebase
32. https://www.facebook.com/escueladevhack / Escuela de Hackers www.devhack.co https://github.com/escueladevhac k