2019’s Top Open Source Machine Learning Projects

Voice cloning, GANs, adaptive learning rates, and more | Continue reading


@heartbeat.fritz.ai | 4 years ago

2019 year-in-review: Machine learning on mobile and at the edge

A look back at the year’s most interesting and important developments in mobile and edge ML | Continue reading


@heartbeat.fritz.ai | 4 years ago

2019's Top AI and Machine Learning Conferences

Highlighting the best conferences and most interesting presentations of the year | Continue reading


@heartbeat.fritz.ai | 4 years ago

Evaluating tools for unsupervised sentiment analysis

TextBlob, VADERSentiments, and IBM Watson | Continue reading


@heartbeat.fritz.ai | 4 years ago

Deploying CoreML Models Using Vapor

Making Core ML available on all platforms | Continue reading


@heartbeat.fritz.ai | 4 years ago

Implementing Multiple Linear Regression Using Sklearn

Real world problems tend to have more than one feature | Continue reading


@heartbeat.fritz.ai | 4 years ago

How to Use the Pinch to Zoom Gesture in React Native Apps

Allowing users to zoom in and out on pieces of media. | Continue reading


@heartbeat.fritz.ai | 4 years ago

Creating Python Virtual Environments with Conda: Why and How

An easier way to install packages and dependencies | Continue reading


@heartbeat.fritz.ai | 4 years ago

2019’s Top Machine and Deep Learning Research Papers

Reviewing the best-of-the-year in ML and DL research | Continue reading


@heartbeat.fritz.ai | 4 years ago

An Empirical Comparison of Optimizers for Machine Learning Models [OC]

An in-depth look into the performance of optimizers | Continue reading


@heartbeat.fritz.ai | 4 years ago

Building a Recommender System on iOS

Create ML introduces the Recommender template | Continue reading


@heartbeat.fritz.ai | 4 years ago

Getting Started with Swift for TensorFlow

Taking a peek at what Google believes is the future language of machine learning | Continue reading


@heartbeat.fritz.ai | 4 years ago

Simple Semantic Image Segmentation in an iOS Application – DeepLabV3

Quick overview of image segmentation and leveraging Core ML to use it in iOS applications | Continue reading


@heartbeat.fritz.ai | 4 years ago

Benchmarking deep learning activation functions on MNIST [OC]

Demystifying activation functions in deep learning | Continue reading


@heartbeat.fritz.ai | 4 years ago

Research Guide: Pruning Techniques for Neural Networks

[Nearly] Everything you need to know in 2019 | Continue reading


@heartbeat.fritz.ai | 4 years ago

Custom Object Detection on iOS

Locate and identify objects on-device | Continue reading


@heartbeat.fritz.ai | 4 years ago

Using Coil to Download Images on Android in Kotlin

A new way to download images on Android in Kotlin | Continue reading


@heartbeat.fritz.ai | 4 years ago

Incorporating Machine Learning into iOS Apps

Getting started with ML on iOS | Continue reading


@heartbeat.fritz.ai | 4 years ago

Linear Regression Using Keras and Python

A simple implementation of the foundational algorithm | Continue reading


@heartbeat.fritz.ai | 4 years ago

Handling missing values in your dataset

Imputation methods for missing data values | Continue reading


@heartbeat.fritz.ai | 4 years ago

Spatial and temporal hardware architectures for efficient deep learning

Temporal and Spatial Hardware Architectures | Continue reading


@heartbeat.fritz.ai | 4 years ago

Deep learning has a size problem

Shifting from state-of-the-art accuracy to state-of-the-art efficiency | Continue reading


@heartbeat.fritz.ai | 4 years ago

Easy Topic Classifier on iOS with Apple’s Natural Language Framework

How to take advantage of Apple’s APIs with already-existing data for text classification | Continue reading


@heartbeat.fritz.ai | 4 years ago

Computer Vision: Convolutions

Resizing, Filtering and Convolutions | Continue reading


@heartbeat.fritz.ai | 4 years ago

K-means clustering using sklearn and Python

Learn how to use the k-means clustering algorithm to segment data | Continue reading


@heartbeat.fritz.ai | 4 years ago

Offline Language Translation on Android with ML Kit

Extracting text from an image and translating it—in real-time | Continue reading


@heartbeat.fritz.ai | 4 years ago

Techniques for training neural networks more efficiently

What are the best research techniques for training deep neural networks more efficiently? | Continue reading


@heartbeat.fritz.ai | 4 years ago

PyTorch Mobile: Image Classification on iOS

PyTorch joins the mobile ML party alongside Core ML and TFlite | Continue reading


@heartbeat.fritz.ai | 4 years ago

Implementing a ‘Forgot Password’ Feature in React Native with Firebase

Help users retrieve and change their login credentials | Continue reading


@heartbeat.fritz.ai | 4 years ago

Offline Speech Translation on iOS

Filling in Google Translate’s Gap | Continue reading


@heartbeat.fritz.ai | 4 years ago

Deep learning projects with visual demos–2019's best

The best and most visually-appealing ML projects for the year | Continue reading


@heartbeat.fritz.ai | 4 years ago

Apple vs. Google: On-device optical character recognition

TL;DR…Apple’s Text Recognition is Crushing it | Continue reading


@heartbeat.fritz.ai | 4 years ago

Linear Regression Using TensorFlow 2.0

Getting started with TensorFlow’s newest version | Continue reading


@heartbeat.fritz.ai | 4 years ago

Research Guide: Image Quality Assessment for Deep Learning

[Nearly] Everything you need to know in 2019 | Continue reading


@heartbeat.fritz.ai | 4 years ago

PyTorch Mobile First Look: Image Classification on Android

Working with PyTorch’s end-to-end mobile deployment solution | Continue reading


@heartbeat.fritz.ai | 4 years ago

PyTorch Mobile: Overview of PyTorch's end-to-end mobile deployment workflow

PyTorch enters the mobile machine learning game with its experimental mobile deployment pipeline | Continue reading


@heartbeat.fritz.ai | 4 years ago

Animated Image Transitions with StyleGAN on RunwayML

Create an endless loop of StyleGAN landscapes using RunwayML and P5.js. | Continue reading


@heartbeat.fritz.ai | 4 years ago

Data Handling Practices for Analysis

Read CSV, converting categories, and finding empty strings in a dataframe | Continue reading


@heartbeat.fritz.ai | 4 years ago

3D Hand Shape and Pose Estimation from a Single RGB Image Using HAMR

End-to-end Hand Mesh Recovery from a Monocular RGB Image. | Continue reading


@heartbeat.fritz.ai | 4 years ago

How to explore your dataset and know its capabilities

The path to finding out what your data can and cannot do | Continue reading


@heartbeat.fritz.ai | 4 years ago

Research guide for convolutional neural nets

Examining the advancements of CNN architectures over the past few years | Continue reading


@heartbeat.fritz.ai | 4 years ago

Collection of tutorials for learning machine learning

A catalogue of Heartbeat posts that will help you get started with machine learning | Continue reading


@heartbeat.fritz.ai | 4 years ago

Introduction to Deep Learning

A journey through deep learning covering its mechanisms, components, and power | Continue reading


@heartbeat.fritz.ai | 4 years ago

Mplementing ordinary least squares (OLS) using Statsmodels in Python

Computationally-cheap, easy-to-explain linear estimator | Continue reading


@heartbeat.fritz.ai | 4 years ago

From Y=X to Building a Complete Artificial Neural Network

Continue reading


@heartbeat.fritz.ai | 4 years ago

Research Guide: Advanced Loss Functions for Machine Learning Models

[Nearly] Everything you need to know in 2019 | Continue reading


@heartbeat.fritz.ai | 4 years ago

Top algorithms and techniques for deep learning inference on small devices

Pruning, compression, quantization, and more | Continue reading


@heartbeat.fritz.ai | 4 years ago

Building a mixed-data neural net in Keras

Combining satellite imagery and structured data to predict the location of traffic accidents with a neural network of neural networks | Continue reading


@heartbeat.fritz.ai | 4 years ago