Heartbeat
The latest on mobile machine learning.
fritz.ai
Powerful machine learning on any device.
Dan Abdinoor
CTO & Cofounder @ Fritz.ai
Jameson Toole
Michigan. MIT. Data.
Austin Kodra
Head of Community - Heartbeat, by Fritz (fritz.ai)
Latest Posts
Text Classification on iOS Using Create ML
Classifying news categories in an iOS app using machine learning
How to use the Geolocation API in a React Native app
Building a real-time weather app with location data the OpenWeatherMap API
Error Handling in Swift
Optionals, failable intializers, try/catch, and more
Image Classification on Android using a Keras Model Deployed in Flask
Predicting handwritten digits in a mobile app
Heartbeat Newsletter Vol. 63
Google Maps AR directions, Ask TensorFlow (Lite), Model personalization with Core ML 3, GitHub’s CI/CD update, and more
MakeML’s Automated Video Annotation Tool for Object Detection on iOS
Track and label video frames automatically to create a custom dataset for object detection models on iOS
Using Generative Deep Learning Models On-Device, Part 2: Text & Audio
Creating text and audio on mobile devices with machine learning
Snapchat, FaceApp, and the necessary lessons of data privacy with mobile machine learning
The data privacy case for on-device machine learning
A 2019 Guide to Deep Learning-Based Image Compression
Popular and recent approaches
Using Core ML and Natural Language for Sentiment Analysis on iOS
Classifying IMBD reviews on-device in Swift
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