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Paul Ruiz

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On-Device Machine Learning with Google AI Edgedroidcon Berlin 20242024-07-03
A practical walkthrough showing how to run on‑device inference with MediaPipe Task with TensorFlow Lite, covering image classification, object detection and…
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On-Device Machine Learning for Android with MediaPipeAndroidMakers by droidcon 20242024-04-25
Demo shows on‑device MediaPipe pipelines that run real models not just slides: image generation via diffusion with repeatable seed and ~20 iterations, object…
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Office hour: On-Device Machine LearningAndroidMakers by droidcon 20242024-04-25
Come meet with Paul Ruiz, Google ML's lead developer relations engineer for on-device machine learning, to discuss all things MediaPipe, TensorFlow Lite, and…
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Introduction to On-Device Machine Learning for Android with MediaPipedroidcon San Francisco 20232023-06-08
Runs full ML inference on-device using MediaPipe Tasks and TFLite models rather than cloud calls, with concrete code for image classification, object…
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How to best authenticate with non-Google identitiesdroidcon Berlin 20212021-10-20
Announcement that the platform is deprecating WebView for authentication and a clear walkthrough of the OAuth2 authorization code flow for native apps using…
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Level up your apps with Firebase Extensions and MLGoogle I/O 20212021-05-18
Firebase Extensions adds three experimental ML plugins that plug into Firestore and Storage and actually run: sentiment analysis (-1 to +1 plus magnitude)…
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Zero to app: Livecoding a cross platform app with Firebase and FlutterFirebase Summit 20202020-10-27
Live code builds a cross‑platform Flutter polling app in about 15 minutes that actually works: UI uses Flutter hot reload, vote state syncs via Firebase…
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Making Your Android Things Devices Smarter360|AnDev 20182018-07-19
Hands-on details about making Android Things devices smart: a working wildlife camera uses a TensorFlow Lite image classifier to spot bear moose etc and sends…
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