A 2019 Guide to Object Detection

Common model architectures and a few new approaches | Continue reading


@heartbeat.fritz.ai | 2 days ago

TensorFlow Solved Overfitting in DNNs

Early stopping, L1 and L2 regularization, dropout, max-norm regularization and data augmentation with TensorFlow | Continue reading


@heartbeat.fritz.ai | 3 days ago

Running neural nets on Android using OpenCV

A step-by-step guide for building an artificial neural network (ANN) using OpenCV on Android | Continue reading


@heartbeat.fritz.ai | 3 days ago

Real-Time person tracking on a Raspberry Pi

Model architecture and optimizations for detection and tracking on the edge | Continue reading


@heartbeat.fritz.ai | 4 days ago

Augmented reality: Overview of history, use cases, and publishing/dev platforms

Diving into AR development | Continue reading


@heartbeat.fritz.ai | 5 days ago

Advanced Memory Management in Swift

Unowned references, handling memory in closures, and closure capture lists | Continue reading


@heartbeat.fritz.ai | 6 days ago

Applying a Machine Learning Process to Humans

Teaching humans instead of machines: An interactive approach to learning machine learning | Continue reading


@heartbeat.fritz.ai | 8 days ago

Organizing mobile machine learning projects

A suite of tools designed to streamline mobile ML workflows | Continue reading


@heartbeat.fritz.ai | 8 days ago

Build a Medium-Style Clap Animation with React Native

Learn a suite of React Native Animated components with this real-world implementation. | Continue reading


@heartbeat.fritz.ai | 10 days ago

Bias-Variance Tradeoff to Avoid Under/Overfitting of Your Machine Learning Model

A fundamental concept for understanding your model’s performance | Continue reading


@heartbeat.fritz.ai | 12 days ago

Swift 5: Memory Management

Automatic reference counting in Swift | Continue reading


@heartbeat.fritz.ai | 17 days ago

Mac on ARM Will Power Future AI/ML Development

Conventional wisdom holds that we’ll see ARM-based Macs first on the bottom end…but is that true? | Continue reading


@heartbeat.fritz.ai | 17 days ago

ActiveStereoNet: The first deep learning solution for active stereo systems

End-to-End Self-Supervised Learning for Active Stereo Systems | Continue reading


@heartbeat.fritz.ai | 17 days ago

Xcode Build Settings in Depth

Getting to the rock bottom of Xcode build settings. | Continue reading


@heartbeat.fritz.ai | 18 days ago

Designing great mobile experiences that use machine learning

A summary of Apple’s WWDC 2019 Session: Designing Great ML Experiences. | Continue reading


@heartbeat.fritz.ai | 18 days ago

Swift 5: Value vs. Reference Types

Differences, uses, and more | Continue reading


@heartbeat.fritz.ai | 22 days ago

Implement email authentication in a React Native app

Implement an email authentication flow in your React Native app. | Continue reading


@heartbeat.fritz.ai | 22 days ago

Comparing Mobile Machine Learning Frameworks

Managing ML models in mobile apps | Continue reading


@heartbeat.fritz.ai | 23 days ago

Create an internal table of contents on Medium

Help readers more easily navigate technical tutorials, longer pieces, and other multi-faceted pieces of content | Continue reading


@heartbeat.fritz.ai | 23 days ago

Convert a Custom ML Model to TensorFlow Lite for Android

Google recently introduce the developer preview of TensorFlow Lite. This is a quick, first look. | Continue reading


@heartbeat.fritz.ai | 25 days ago

SSD MobileNet V2 Object Detection Model Without Code

Using MakeML to easily train custom Core ML models | Continue reading


@heartbeat.fritz.ai | 25 days ago

Next-gen AI accelerators will power ML on the edge

A look at how AI-dedicated hardware promises to bring end-to-end machine learning to smartphones. | Continue reading


@heartbeat.fritz.ai | 29 days ago

Implementing Facebook Login on Android with React Native and Firebase

Allow users to login to a React Native app with Facebook | Continue reading


@heartbeat.fritz.ai | 29 days ago

Preparing and Using OpenCV on Android

Get OpenCV up and running in Android Studio. | Continue reading


@heartbeat.fritz.ai | 1 month ago

What is machine learning? A simple explanation For beginners

Definitions and examples to get you started on your ML journey | Continue reading


@heartbeat.fritz.ai | 1 month ago

What Went Down at WWDC 2019

This year’s WWDC conference in a nutshell. 🥜 | Continue reading


@heartbeat.fritz.ai | 1 month ago

What Went Down at WWDC

This year’s WWDC conference in a nutshell. 🥜 | Continue reading


@heartbeat.fritz.ai | 1 month ago

Pre-Trained Machine Learning Models vs. Models Trained from Scratch(Fritz.ai)

Note: This article is inspired by FAIR’s paper — Rethinking ImageNet Pre-training | Continue reading


@heartbeat.fritz.ai | 1 month ago

Using a genetic algorithm to solve the “8 Queen” chess puzzle

This tutorial uses a genetic algorithm (GA) for optimizing the 8 Queen Puzzle. | Continue reading


@heartbeat.fritz.ai | 1 month ago

MDacne: Using mobile machine learning to offer customize skin care

Democratizing the treatment of acne with affordable, personalized skin care. | Continue reading


@heartbeat.fritz.ai | 1 month ago

Top React Native Apps Ideas for Beginners

Use these ideas as springboards to learn the ins and outs of React Native development. | Continue reading


@heartbeat.fritz.ai | 1 month ago

On-device training in Core ML 3 and why it matters for developers

On-device training, 100+ model layer types, smoother conversion, and more. | Continue reading


@heartbeat.fritz.ai | 1 month ago

Comprehensive library of resources for mobile machine learning

A growing list of awesome mobile (and edge) machine learning resources, curated by Fritz. | Continue reading


@heartbeat.fritz.ai | 1 month ago

A Flutter app that lets devs collaborate to build ML models

Building a Flutter app that allows developers to create and collaborate with each other to train and use image classifier models. | Continue reading


@heartbeat.fritz.ai | 1 month ago

How to Capture the Best Frame in an iOS Image Processing App

Using image registration to automatically determine when a scene is stable. | Continue reading


@heartbeat.fritz.ai | 1 month ago

Combining artificial intelligence and augmented reality in mobile apps

Exploring how they can work together to create incredible mobile experiences. | Continue reading


@heartbeat.fritz.ai | 1 month ago

Intro guide to memory management in Swift: heaps and stacks

A detailed look at how memory is managed in Swift applications. | Continue reading


@heartbeat.fritz.ai | 1 month ago

Detailed overview of spaCy: the NLP library built for production

Industrial-Strength Natural Language Processing library | Continue reading


@heartbeat.fritz.ai | 1 month ago

Using mobile ML to help farmers in East Africa detect and treat plant disease

Using mobile machine learning to transform agriculture and democratize expertise. | Continue reading


@heartbeat.fritz.ai | 1 month ago

Building Stylistic UIs with EmotionCSS for React Native

Build stylish UIs with Emotion-JS in a React Native application. | Continue reading


@heartbeat.fritz.ai | 1 month ago

Selecting the best architecture for artificial neural networks

Seeking optimal architectures for machine learning models. | Continue reading


@heartbeat.fritz.ai | 1 month ago

Diving into Data Structures in Swift: Sets

Part 2 of a 3-part series. | Continue reading


@heartbeat.fritz.ai | 1 month ago

Building an App Introduction Slider in React Native

When users open your app, what do they see? Learn how to add an intro slider to your React Native app. | Continue reading


@heartbeat.fritz.ai | 1 month ago

Implementing ML Kit's New Object Detection API on Android

An implementation of ML Kit’s newest API for on-device machine learning. | Continue reading


@heartbeat.fritz.ai | 1 month ago

Stacked Generalization with Mlxtend

How to create a super learner | Continue reading


@heartbeat.fritz.ai | 1 month ago

Working with Fastlane on iOS in an Enterprise Environment

In case you were wondering, no — Fastlane doesn’t have an enterprise offering. It’s always been (and I hope will continue to be) an… | Continue reading


@heartbeat.fritz.ai | 1 month ago

I got together news and announcements for Android Developers on Google I/O 2019

A summary of Android developer news from I/O 2019 — from a developer who attended the conference. | Continue reading


@heartbeat.fritz.ai | 1 month ago

Create an Instant App Using Android App Bundle

Using App Bundle in place of the deprecated Instant App feature plugin | Continue reading


@heartbeat.fritz.ai | 1 month ago