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heidloff.net - Building is my Passion
Niklas Heidloff
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Deploying TensorFlow Models to Kubernetes on IBM Cloud

Ansgar Schmidt and I open sourced a sample that shows how to use TensorFlow to recognize certain types of flowers. The first version of the sample used the MobileNet model which we deployed to the ...

Tutorials how to build Solutions on the IBM Cloud

In addition to Patterns and How-Tos there is another good resource for developers to learn how to use the IBM Cloud. The Solution Tutorials provide step-by-step instructions on how to implement com...

Sample Application how to use TensorFlow in OpenWhisk

TensorFlow provides predefined models that can be retrained to recognize certain objects in images. OpenWhisk is a serverless platform that executes functions in the cloud. With Kubernetes you can ...

Deploying the TensorFlow Inception Model on the IBM Cloud

As a developer I’m trying to better understand how developers work together with data scientists to build applications that leverage machine learning. In this context one key question is how develo...

Visual Recognition with TensorFlow and OpenWhisk

My colleague Ansgar Schmidt and I have built a new demo which uses TensorFlow to predict types of flowers. The model is trained in a Kubernetes cluster on the IBM Cloud. Via a web application pictu...

Watson Conversation How-Tos have been published

I’ve written two How-Tos which describe how to use the Watson Conversation tools Ansgar Schmidt and I had open sourced. The new page on developer.ibm.com contains How-Tos which describe everything...

Building Facebook Messenger Bots with Botkit and Watson

I’ve implemented a sample Facebook Messenger bot which leverages the Node.js library Botkit and IBM Watson Conversation. With Botkit you can build bots for Slack, Facebook Messenger, Twilio and ot...

Creating Alexa Skills with OpenWhisk and IBM Watson

My first code pattern (formerly known as developer journeys) has been published on developer.ibm.com/code. The pattern describes how to build Alexa skills with OpenWhisk. Rather than using intent ...

Integrating Applications without writing Code

IBM App Connect is an IPaaS (Integration Platform as a Service) to connect different applications without having to write code. Similarly to IFTTT users are typically business users or citizen deve...

Pictures from W-JAX 2017

This week I attended W-JAX in Munich, Germany, which is a developer conference with 1400 attendees with a focus on Java and enterprise technologies. My colleagues and I presented and demonstrated t...

Disclaimer
The postings on this site are my own and don’t necessarily represent IBM’s positions, strategies or opinions.
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