Fully Training a Core ML Convolutional Neural Network On-Device

Did you know you can fully train a LeNet convolutional neural network (CNN) directly on iOS devices? | Continue reading


@heartbeat.fritz.ai | 3 years ago

Machine Learning at the Edge

Get started with edge AI | Continue reading


@heartbeat.fritz.ai | 3 years ago

Spam filtering using bag of words model

Guide to building your own spam filter in Python | Continue reading


@heartbeat.fritz.ai | 3 years ago

Creating an iOS application to recognize, detect, and extract license plate

Creating an iOS application to recognize, detect, and extract license plate numbers | Continue reading


@heartbeat.fritz.ai | 3 years ago

Understand the Fundamentals of the K-Nearest Neighbors (KNN) Algorithm

An introduction to the famous machine learning algorithm KNN using scikit-learn | Continue reading


@heartbeat.fritz.ai | 3 years ago

Training a Sound Classifier Using Turi Create

Training a Sound Classifier using Turi Create | Continue reading


@heartbeat.fritz.ai | 3 years ago

Tips and Tricks for Debugging in Android Studio

Debug your application code more efficiently | Continue reading


@heartbeat.fritz.ai | 3 years ago

A non-developer's journey: Building an object detection model for mobile

Building a cat detector in a weekend — with absolutely no coding experience | Continue reading


@heartbeat.fritz.ai | 3 years ago

Chat app with React Native: A guide to use react-native-gifted-chat library

Designing and implementing chat room UI | Continue reading


@heartbeat.fritz.ai | 3 years ago

Weather Prediction iOS Application Using Flask API and AI

How to predict the weather using AI | Continue reading


@heartbeat.fritz.ai | 3 years ago

Recognize Text in Images on Android with Firebase’s ML Kit

Identify text in images with the power of machine learning | Continue reading


@heartbeat.fritz.ai | 3 years ago

Training a Style Transfer Model Using Turi Create to Create Artistic Images

Training a style transfer neural network using Turi Create to create artistic images | Continue reading


@heartbeat.fritz.ai | 3 years ago

Comparing 5 popular neural net architectures on iOS using PyTorch

Comparing 5 popular neural net architectures on iOS: VGG16, ResNet50, InceptionV3, GoogleNet, and SqueezeNet using PyTorch | Continue reading


@heartbeat.fritz.ai | 3 years ago

Hands-on with Hugging Face’s new tokenizers library

Start exploring and experimenting with NLP using Tokenizers | Continue reading


@heartbeat.fritz.ai | 3 years ago

Using Swift, Flask, and sklearn to predict pollution levels on iOS

Using Swift, Flask, and sklearn to predict pollution levels on iOS | Continue reading


@heartbeat.fritz.ai | 4 years ago

Optimizing TensorFlow model performance for the edge

4 tips to optimize your TensorFlow models for edge deployment | Continue reading


@heartbeat.fritz.ai | 4 years ago

Sentiment Analysis iOS Application Using Hugging Face’s Transformers Library

Training and implementing BERT using Swift, Flask, and Hugging Face’s Transformers Python package | Continue reading


@heartbeat.fritz.ai | 4 years ago

Exploring Convolutional Neural Networks from an iOS Developer’s Perspective

A brief explanation of the concept of convolutional neural networks in the field of computer vision | Continue reading


@heartbeat.fritz.ai | 4 years ago

Face Recognition and Detection on iOS Using Native Swift Code, Core ML,and ARKit

Leveraging the native Swift library to perform face recognition and detection in an iOS app | Continue reading


@heartbeat.fritz.ai | 4 years ago

Firebase Email Authentication with react-native-firebase and react-navigation v5

Creating an authentication flow that works within our navigation structure | Continue reading


@heartbeat.fritz.ai | 4 years ago

Using TensorFlow's new Model Maker to build an image classifier for Android

Building machine learning models for edge devices just got a whole lot easier | Continue reading


@heartbeat.fritz.ai | 4 years ago

Chat app with React Native part 1: Build reusable UI form elements

Building initial screens and a navigation structure | Continue reading


@heartbeat.fritz.ai | 4 years ago

TensorFlow MLIR: An Introduction

Multi-level intermediate representation-a new compiler infrastructure | Continue reading


@heartbeat.fritz.ai | 4 years ago

Federated Learning: An Introduction

Improving machine learning models and making them more secure by training on decentralized data. | Continue reading


@heartbeat.fritz.ai | 4 years ago

GPU-Accelerated Mobile Multi-View Style Transfer

Leveraging a GPU-accelerated, multi-view style transfer pipeline on mobile | Continue reading


@heartbeat.fritz.ai | 4 years ago

The New iPad Pro’s Lidar Sensor Changes the Augmented Reality Game

Learn how a time-of-flight sensor improves augmented reality. | Continue reading


@heartbeat.fritz.ai | 4 years ago

Build a deep learning model to classify images using Keras and TensorFlow 2.0

Building a cat vs dog classifier | Continue reading


@heartbeat.fritz.ai | 4 years ago

Support Vector Regression in Python Using Scikit-Learn

An implementation of a support vector machine for regression | Continue reading


@heartbeat.fritz.ai | 4 years ago

Handling Dangerous Permissions on Android

Designing and implementing app permissions to create a better UX | Continue reading


@heartbeat.fritz.ai | 4 years ago

Analyzing the sentiment of Hacker News comments on iOS

Leveraging Apple’s reactive programming framework for handling asynchronous tasks, while also doing natural language processing in real-time | Continue reading


@heartbeat.fritz.ai | 4 years ago

Nesting Tab and Stack Navigators in React Native and Expo Apps

Rendering a navigator inside the screen of another navigator | Continue reading


@heartbeat.fritz.ai | 4 years ago

Implementing Adaptive Icons in Android Using Android Studio

App launcher icons with different Android devices | Continue reading


@heartbeat.fritz.ai | 4 years ago

Getting Started with Stack Navigator Using React-Navigation 5 in React Native

Implementing a cross-platform navigation structure in React Native | Continue reading


@heartbeat.fritz.ai | 4 years ago

End-to-end mobile machine learning demos

Using the Fritz AI end-to-end platform to build mobile ML experiences from the ground up | Continue reading


@heartbeat.fritz.ai | 4 years ago

Implementing Regression Using a Decision Tree and Scikit-Learn

When you climb trees, you form new more complex neural connections in the brain | Continue reading


@heartbeat.fritz.ai | 4 years ago

Building a touchless swipe interface on iOS using Face Detection

Leverage ML Kit’s Face Detection API to perform swipe gestures using blink, winks, and head turns | Continue reading


@heartbeat.fritz.ai | 4 years ago

Building UIs Using Android Jetpack Compose

No need to write XML layouts-Jetpack Compose will do the magic | Continue reading


@heartbeat.fritz.ai | 4 years ago

Using Redux with React Hooks in a React Native App

Working with action types and creators, reducers, and more | Continue reading


@heartbeat.fritz.ai | 4 years ago

Speech Recognition and Synthesis on iOS with Swift

Verbal communication with your iPhone | Continue reading


@heartbeat.fritz.ai | 4 years ago

Understanding the Mathematics Behind Naive Bayes

Exploring Naive Bayes: Mathematical foundations, classification, and benefits and limitations | Continue reading


@heartbeat.fritz.ai | 4 years ago

The Flutter Architecture

The Flutter SDK allows you to build Android, IOS, web and desktop apps from a single codebase. This is done using platform-specific… | Continue reading


@heartbeat.fritz.ai | 4 years ago

Logistic Regression in Python Using Scikit-Learn

Sometimes we finish the exam and sometimes the exam finishes us | Continue reading


@heartbeat.fritz.ai | 4 years ago

Building ML Models for the Edge with AutoML

Using Google’s AutoML platform to train edge-ready ML models | Continue reading


@heartbeat.fritz.ai | 4 years ago

Practical guide to feature engineering in Python

Learn the underlying techniques and tools for effective feature engineering in Python | Continue reading


@heartbeat.fritz.ai | 4 years ago

Should I Get a Jetson Nano?

Secrets you should know before you get started | Continue reading


@heartbeat.fritz.ai | 4 years ago

Understanding Naive Bayes and its applications in text classification

Exploring this foundational algorithm and how it can help us with text classification | Continue reading


@heartbeat.fritz.ai | 4 years ago

2019’s Top Machine Learning Articles

The best written and video content from the year in machine learning | Continue reading


@heartbeat.fritz.ai | 4 years ago

How to Use React Native Localize in React Native Apps

Detecting operating systems, device language, and supporting multiple languages | Continue reading


@heartbeat.fritz.ai | 4 years ago