Benchmarking deep learning activation functions on MNIST [OC]

Demystifying activation functions in deep learning | Continue reading


@heartbeat.fritz.ai | 1 day ago

Research Guide: Pruning Techniques for Neural Networks

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


@heartbeat.fritz.ai | 2 days ago

Custom Object Detection on iOS

Locate and identify objects on-device | Continue reading


@heartbeat.fritz.ai | 3 days 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 | 5 days ago

Incorporating Machine Learning into iOS Apps

Getting started with ML on iOS | Continue reading


@heartbeat.fritz.ai | 8 days ago

Linear Regression Using Keras and Python

A simple implementation of the foundational algorithm | Continue reading


@heartbeat.fritz.ai | 8 days ago

Handling missing values in your dataset

Imputation methods for missing data values | Continue reading


@heartbeat.fritz.ai | 9 days ago

Spatial and temporal hardware architectures for efficient deep learning

Temporal and Spatial Hardware Architectures | Continue reading


@heartbeat.fritz.ai | 9 days 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 | 10 days 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 | 11 days ago

Computer Vision: Convolutions

Resizing, Filtering and Convolutions | Continue reading


@heartbeat.fritz.ai | 12 days 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 | 16 days 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 | 16 days 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 | 18 days ago

PyTorch Mobile: Image Classification on iOS

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


@heartbeat.fritz.ai | 18 days ago

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

Help users retrieve and change their login credentials | Continue reading


@heartbeat.fritz.ai | 22 days ago

Offline Speech Translation on iOS

Filling in Google Translate’s Gap | Continue reading


@heartbeat.fritz.ai | 22 days 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 | 22 days ago

Apple vs. Google: On-device optical character recognition

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


@heartbeat.fritz.ai | 23 days ago

Linear Regression Using TensorFlow 2.0

Getting started with TensorFlow’s newest version | Continue reading


@heartbeat.fritz.ai | 24 days ago

Research Guide: Image Quality Assessment for Deep Learning

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


@heartbeat.fritz.ai | 24 days ago

PyTorch Mobile First Look: Image Classification on Android

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


@heartbeat.fritz.ai | 26 days 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 | 26 days 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 | 29 days ago

Data Handling Practices for Analysis

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


@heartbeat.fritz.ai | 29 days 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 | 1 month 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 | 1 month ago

Research guide for convolutional neural nets

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


@heartbeat.fritz.ai | 1 month 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 | 1 month ago

Introduction to Deep Learning

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


@heartbeat.fritz.ai | 1 month ago

Mplementing ordinary least squares (OLS) using Statsmodels in Python

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


@heartbeat.fritz.ai | 1 month ago

From Y=X to Building a Complete Artificial Neural Network

Continue reading


@heartbeat.fritz.ai | 1 month ago

Research Guide: Advanced Loss Functions for Machine Learning Models

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


@heartbeat.fritz.ai | 1 month ago

Top algorithms and techniques for deep learning inference on small devices

Pruning, compression, quantization, and more | Continue reading


@heartbeat.fritz.ai | 1 month 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 | 1 month ago

Create AR Experiences on iOS and Android Using Unity

Create an ML-powered app in Unity with the Fritz Vision SDK and pose estimation | Continue reading


@heartbeat.fritz.ai | 1 month ago

Research Guide for Transformers

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


@heartbeat.fritz.ai | 1 month ago

Logo Recognition iOS Application Using Machine Learning and Flask API

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


@heartbeat.fritz.ai | 1 month ago

Airbnb Clone with React Native Part 5: Loading Modal Implementation

Animating a server response delay | Continue reading


@heartbeat.fritz.ai | 1 month ago

Linear Regression with PyTorch and Python

Working with one of the most foundational algorithms for statistical analysis | Continue reading


@heartbeat.fritz.ai | 1 month ago

Building iOS-ready machine learning models with Apple's Create ML

Create an image classification model that’s ready to implement in an iOS app | Continue reading


@heartbeat.fritz.ai | 1 month ago

Introduction to CameraX on Android

The new way of using the camera in Android | Continue reading


@heartbeat.fritz.ai | 1 month ago

How to handle different field types in React Native forms with Formik and Yup

Confirm password, checkboxes, and hide/show password fields | Continue reading


@heartbeat.fritz.ai | 1 month ago

Combining Unity and on-device AI to create realistic AR experiences on iOS

Creating an ML-powered iOS app in Unity | Continue reading


@heartbeat.fritz.ai | 1 month ago

Research Guide for Depth Estimation with Deep Learning

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


@heartbeat.fritz.ai | 1 month ago

Read on Generative Adversarial Networks(GANs)& how it's making machines creative

Generative algorithms have opened a new window for AI applications. Machine learning has traditionally been concerned with classifying/learning the behavior of a certain process, without trying to… | Continue reading


@heartbeat.fritz.ai | 1 month ago

DeOldify: Visualizing Image Colorization with Hyper-Realistic Artwork

Restoring color to vintage photos and videos with machine learning | Continue reading


@heartbeat.fritz.ai | 1 month ago

Deep learning frameworks for end-to-end speech recognition

Deep Learning-Based ASR | Continue reading


@heartbeat.fritz.ai | 1 month ago