New iOS Technologies
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The document discusses new iOS technologies such as conversational interfaces, augmented reality, and machine learning. It provides information about the speaker, including that he is a tech lead at Netcetera and author. Details are given about implementing augmented reality with ARKit, machine learning with Core ML, and adding conversational interfaces using technologies like SiriKit, Dialogflow, and Amazon Lex. Challenges with current conversational interfaces are mentioned.
New iOS Technologies
- 2. About me FEIT/FINKI Graduate Tech Lead @ Netcetera Book Author Blogging on martinmitrevski.com Speaker on international conferences twitter @mitrevski
- 3. About Netcetera Zurich (HQ) Bern Berlin Munich Hagenberg Vaduz Central Europe Abu Dhabi Dubai Emirates (UAE) Macedonia Skopje Bitola Ohrid 500 Employees 6 Countries 11 Cities
- 4. Industries Energy Retail & others Healthcare Payment & Card Services Finance & Insurance Transport Public Service Publishers & Media
- 8. Language, why so complex? PunctuationAmbiguity Figurative speech Context ImplicationsUncertainty
- 9. NLP Concepts I want to pass all my exams at the faculty. Intent Entity Entity
- 10. Context
- 11. Technologies
- 14. Implementing SiriKit Handler Resolve Siri Siri Siri Intent and parameters extraction Confirm Response Handler Handle Response Handler Execute task
- 15. SiriKit Easy to integrate No need to do custom NLP or speech transcription Only predefined domains (e.g. payments, photos, ride booking, lists and notes etc.) For bigger flexibility, you should use other technologies, like Dialogflow, Wit.ai, Amazon Lex, LUIS.
- 17. Adding CI to mobile apps
- 20. Challenges No Macedonian language support We work on it with jargon.mk Uncomfortable to speak to your phone in public It will never be perfect
- 21. 21 Discussion
- 22. Augmented Reality with ARKit 3D data and objects into the physical environment Tracking - determine device’s position in the physical environment Scene understanding - know the environment around the device, providing attributes, properties and plane detection Rendering - drawing in the physical world (SceneKit / Sprite Kit) Also works with game engines like Unity and Unreal
- 26. Augmented reality It will be a $120 billion dollars industry Many business applications Online Shopping (IKEA) Tourism Medicine Maintenance Games And a lot more, check our website for AR: https://www.augmentit.ch
- 27. Machine learning with Core ML Learn and make decisions without being explicitly programmed how to do it Integration of already trained ML models into iOS apps Predictions happen on the device
- 29. Text recogniser
- 30. Implementation Vision - iOS Framework for real time object detection (faces) and tracking Convolutional Neural Networks (86-90% accuracy) Cropping the image into separate parts for each letter Padding insertion, resizing, grayscale conversion