Breath Tracking with AirPods Using Audio Machine Learning

How to create and run a breath-tracking model using airpods | Continue reading


@heartbeat.fritz.ai | 3 years ago

TensorFlow Lite Micro

Embedded Machine Learning on TinyML Systems Paper Review | Continue reading


@heartbeat.fritz.ai | 3 years ago

Automatically Pixelate Faces on iOS Using Face Detection with Native Swift Code

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


@heartbeat.fritz.ai | 3 years ago

ML, Lidar, and Other Highlights from Snapchat's Lens Fest

ML in Lens Creation, Lens Studio 3.3, LiDAR, and more | Continue reading


@heartbeat.fritz.ai | 3 years ago

Human Pose Estimation in Android Using Fritz AI

Add Pose Estimation Capabilities to your Android Applications | Continue reading


@heartbeat.fritz.ai | 3 years ago

Image Segmentation in Android with Fritz AI

Add image segmentation capabilities to your mobile apps using Fritz AI | Continue reading


@heartbeat.fritz.ai | 3 years ago

Object Detection in Android with Fritz AI

Fritz AI pre-trained models allow you to add object detection to your Android and iOS applications with just a few lines of code. The… | Continue reading


@heartbeat.fritz.ai | 3 years ago

Image Labeling in Android with Fritz AI

Use Fritz AI’s pre-trained ML models to give your mobile application sight | Continue reading


@heartbeat.fritz.ai | 3 years ago

Apple iPhone 12 Reactions

Learn about Apple’s October 13th event in a pinch | Continue reading


@heartbeat.fritz.ai | 4 years ago

iPhone 12's Insane Software Features

Learn about what’s changed on the iPhone’s operating system. | Continue reading


@heartbeat.fritz.ai | 4 years ago

Image Augmentations with Albumentations

One of the biggest problems in the deep learning field is obtaining enough training data. As we know, deep learning models perform better… | Continue reading


@heartbeat.fritz.ai | 4 years ago

Exploring Optimizers in Machine Learning

A guide to the widely used Optimizer functions, and a breakdown of their benefits and limitations | Continue reading


@heartbeat.fritz.ai | 4 years ago

Train and Run an Object Detection Model Using Fritz AI Studio in iOS

Leverage Fritz AI to quickly generate a dataset and train an iOS-ready object detection model | Continue reading


@heartbeat.fritz.ai | 4 years ago

Building a “Motivation Bot” with Tensorflow.js

Building a browser-based system for detecting human faces and classifying 7 emotions | Continue reading


@heartbeat.fritz.ai | 4 years ago

Text Classification Using Long Short Term Memory and GloVe Embeddings

Classify Text using Pre-trained Embeddings and Bidirectional LSTMs | Continue reading


@heartbeat.fritz.ai | 4 years ago

Tricking Computer Vision Models

Breaking neural networks with adversarial attacks | Continue reading


@heartbeat.fritz.ai | 4 years ago

Data Processing for ML in JavaScript

Introducing danfo.js: a Pandas-like library for JavaScript developers | Continue reading


@heartbeat.fritz.ai | 4 years ago

Implementing a custom image segmentation neural network in Snap's Lens Studio

Building and implementing a custom image segmentation model for use in a Snapchat Lens. | Continue reading


@heartbeat.fritz.ai | 4 years ago

Quantization Arithmetic

Diving deep into the model compression technique | Continue reading


@heartbeat.fritz.ai | 4 years ago

Dealing with Imbalanced Data in Machine Learning

Tools & techniques for handling data when it's imbalanced | Continue reading


@heartbeat.fritz.ai | 4 years ago

DVP – Photo-realistic re-animation of portrait videos using only an input video

Photo-realistic re-animation of portrait videos using only an input video | Continue reading


@heartbeat.fritz.ai | 4 years ago

Building a Multi-Platform App with SwiftUI

Write your own HackerNews client for iOS and macOS in a single codebase | Continue reading


@heartbeat.fritz.ai | 4 years ago

Feature Ranking with Recursive Feature Elimination in Scikit-Learn

Using scikit-learn to obtain the optimal number of features | Continue reading


@heartbeat.fritz.ai | 4 years ago

Overview of SnapML Templates in Lens Studio

Add powerful ML features to you Snap Lenses using SnapML’s easy-to-use templates | Continue reading


@heartbeat.fritz.ai | 4 years ago

Deploy a Machine Learning Model as a Web Application

Machine Learning-Powered Web Application with Streamlit | Continue reading


@heartbeat.fritz.ai | 4 years ago

Integrating Google Sign-In Provider with a React Native App

Google Sign-in Provider is a convenient way to allow users to register and log-in in a React Native app | Continue reading


@heartbeat.fritz.ai | 4 years ago

CVPR 2020: The Top Objection Detection Papers

The just-concluded CVPR 2020 had numerous contributions in the object detection frontier. In this piece, we’ll look at a couple. | Continue reading


@heartbeat.fritz.ai | 4 years ago

Show HN: A cat detection ML model on iOS, built by a non-coder

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


@heartbeat.fritz.ai | 4 years ago

New in iOS 14: Vision Contour Detection

Apple boosts it’s computer vision ambitions with a bunch of new Vision requests | Continue reading


@heartbeat.fritz.ai | 4 years ago

What’s New in iOS 14

Learn about what’s changed on the iPhone’s operating system. | Continue reading


@heartbeat.fritz.ai | 4 years ago

Double Tap the Back of Your iPhone to Open Your Garage

Learn how accessibility has changed for the better in iOS 14 | Continue reading


@heartbeat.fritz.ai | 4 years ago

Deploying and Hosting a Machine Learning Model Using Flask, Heroku and Gunicorn

Part 2 of my series on working with Naive Bayes for text classification | Continue reading


@heartbeat.fritz.ai | 4 years ago

Apple Silicon Changes Mac Forever

Learn more about Apple’s ARM-based silicon chips for Mac, announced at WWDC20 | Continue reading


@heartbeat.fritz.ai | 4 years ago

Semantic and Instance Segmentation on iOS Using a Flask API

Build an API that performs image segmentation and consume it with an iOS application | Continue reading


@heartbeat.fritz.ai | 4 years ago

Fast Gradient Boosting with CatBoost

A depth-wise gradient boosting library from Yandex | Continue reading


@heartbeat.fritz.ai | 4 years ago

Guide to Ensemble Learning

Ensemble learning: Need, benefits and detailed coverage of bagging, boosting, and stacking | Continue reading


@heartbeat.fritz.ai | 4 years ago

When Python classes meet magic methods

Before getting started, please note that this topic would be most beneficial if you know and understand python classes. If not, check out… | Continue reading


@heartbeat.fritz.ai | 4 years ago

LightGBM: A Highly-Efficient Gradient Boosting Decision Tree

Faster training, lower memory usage, better accuracy, and more | Continue reading


@heartbeat.fritz.ai | 4 years ago

Train and Deploy XGBoost on Mobile

The statements of solidarity with the black community have all come too little, too late. | Continue reading


@heartbeat.fritz.ai | 4 years ago

Implement Depth Estimation on iOS Using a FCRN Model

Predict the depth level of a scene and estimate how close an object is to the camera | Continue reading


@heartbeat.fritz.ai | 4 years ago

You can create your own positive news iOS application

How you can create your own positive news iOS application | Continue reading


@heartbeat.fritz.ai | 4 years ago

Image Segmentation with Mask R-CNN

In our review of objection detection papers, we looked at several solutions including Mask R-CNN. The model classifies and localizes… | Continue reading


@heartbeat.fritz.ai | 4 years ago

Tips to Speed Up Android Gradle Build Times

3x your build speed by following these simple best practices | Continue reading


@heartbeat.fritz.ai | 4 years ago

Understanding the Mathematics Behind linear regression part 2

Exploring linear regression: Mathematical foundations and benefits and limitations | Continue reading


@heartbeat.fritz.ai | 4 years ago

Building an on-device face mask detector

Recognizing whether or not a user is wearing a face mask in real-time with mobile machine learning | Continue reading


@heartbeat.fritz.ai | 4 years ago

Predicting the end of a sentence when you forget a word: smarthome lounge domain

Can you read my… | Continue reading


@heartbeat.fritz.ai | 4 years ago

Machine Learning in Dask

Using Dask for more efficient data processing on local machines | Continue reading


@heartbeat.fritz.ai | 4 years ago

Create a custom hook to change status bar styles with react-navigation

Adjusting design elements in our navigation with custom hooks | Continue reading


@heartbeat.fritz.ai | 4 years ago