Tag: machine learning

A recipe for "smart" applications

Building intelligent applications is not just about the technical challenge. How does AI become reality? We share here one of our tools for crafting intelligent, data-intensive software solutions.

The magic of t-SNE for visualizing your data features

In data science we often spend a lot of our time with feature engineering. The t-SNE algorithm gives you a surprising way to visualize the quality of your features!

Real time numbers recognition (MNIST) on an iPhone with CoreML from A to Z

Learn how to build and train a deep learning network to recognize numbers (MNIST),how to convert it in the CoreML format to then deploy it on your iPhoneX and make it recognize numbers …
Thomas Ebermann
Lead Data Services

Zoo Pokedex Part 2: Hands on with Keras and Resnet50

After learning about the dirty tricks of deep learning for computer vision in part 1 of the blog post series, now we finally write some code to train an existing resnet50 network to …
Thomas Ebermann
Lead Data Services

Poke-Zoo - How to use deep learning image recognition to tell oryxes apart from llamas in a zoo

In this series of blog posts I will show you how to build a "zoo-pokedex app". That's an app that will tell different animals apart in a zoo. This blog post sells the idea of the app …
Thomas Ebermann
Lead Data Services

Recipe Assistant Prototype with ASR and TTS on Socket.IO - Part 3 Developing the prototype

Learn how to combine automatic speech recognition (ASR) with text to speech solutions (TTS) in a simple hands free recipe assistant prototype that we've build in an innoday at Liip. …
Thomas Ebermann
Lead Data Services

Recipe Assistant Prototype with Automatic Speech Recognition (ASR) and Text to Speech (TTS) on Socket.IO - Part 1 TTS Market Overview

Learn how to combine automatic speech recognition (ASR) with text to speech solutions (TTS) in a simple hands free recipe assistant prototype that we've build in an innoday at Liip. …
Thomas Ebermann
Lead Data Services

Progressive web apps, Meteor, Azure and the Data science stack or The future of web development conference.

I recently had the honor to be invited on a small conference about the future of web development recently. I want to share my insights with you in this quick review of the talks, …
Thomas Ebermann
Lead Data Services

Sentiment detection with Keras, word embeddings and LSTM deep learning networks

Read this blog post to get an overview over SaaS and open source options for sentiment detection. Learn an easy and accurate method relying on word embeddings with LSTMs that allows …
Thomas Ebermann
Lead Data Services

Tensorflow and TFlearn or can deep learning predict if DiCaprio could have survived the Titanic?

A short introduction on how to get started with deep learning. After a quick intro and overview over deep learning frameworks I will show you how to use Tensorflow with Tflearn and …
Thomas Ebermann
Lead Data Services