IBM CODAIT
Things we made with data at IBM’s Center for Open Source Data and AI Technologies.
Latest
Finding Trust and Transparency in Artificial Intelligence
Finding Trust and Transparency in Artificial Intelligence
TL;DR: It’s possible but there’s no magic wand.
Probing & Prediction Beyond the Label
Probing & Prediction Beyond the Label
Why Artificial Intelligence needs Anthropologists
TensorFlow + MAX: JavaScript Edition
TensorFlow + MAX: JavaScript Edition
Re-Packaging Open Source Deep Learning Models for JS Developers
Community Focused Applied Machine Learning
Community Focused Applied Machine Learning
How My Past and Present Collided at Applied Machine Learning Days in Lausanne, Switzerland
A Simple Approach to Teaching Marvin New Tricks
A Simple Approach to Teaching Marvin New Tricks
Using Open Source Remote Services to Give a NAO Robot New Cognitive Skills
Art & AI: The Logic Behind Deep Learning ‘Style Transfer’
Art & AI: The Logic Behind Deep Learning ‘Style Transfer’
A Look Into the ’Neural Algorithm of Artistic Style’
Reflections on my First Kaggle Competition
Reflections on my First Kaggle Competition
The Women in Data Science 2019 Datathon is Underway
Veremin — A Browser-based Video Theremin
Veremin — A Browser-based Video Theremin
Making music visually using TensorFlow.js, PoseNet, and the Web MIDI & Web Audio APIs
Creating Custom Node-RED Nodes for your API: The Easy Way
Creating Custom Node-RED Nodes for your API: The Easy Way
A ‘Node Generator’ Crash Course
Bring Machine Learning to the Browser With TensorFlow.js — Part III
Bring Machine Learning to the Browser With TensorFlow.js — Part III
How to go from a web friendly format to a web application.
State of the Art Model Deployment
State of the Art Model Deployment
Deploying Machine Learning Models with PMML
An Ode to the Terminal: The (Almost) Perfect Tool
An Ode to the Terminal: The (Almost) Perfect Tool
Bringing Deep Learning to the Terminal with Node and Tensorflow.js
Bring Machine Learning to the Browser With TensorFlow.js — Part II
Bring Machine Learning to the Browser With TensorFlow.js — Part II
Converting a pre-trained model to a web friendly format.
7 Things Every Data Worker Should Know About Metadata
7 Things Every Data Worker Should Know About Metadata
A Gentle Introduction to Metadata, or Data about Data.
Learn What Lies Beneath Our Ready-to-Run Deep Learning Models
Learn What Lies Beneath Our Ready-to-Run Deep Learning Models
A Set of Pre-Trained Models That Can Make it Easy for You to Integrate Machine Learning Into Your Applications.
Bring Machine Learning to the Browser with TensorFlow.js — Part I
Bring Machine Learning to the Browser with TensorFlow.js — Part I
Applying a web friendly format to a pre-trained model resulting in a web application.
Taking Selfies (and More) to the Next Level with Open Source Deep Learning Models
Taking Selfies (and More) to the Next Level with Open Source Deep Learning Models
Everything I’ve Learned About Machine Learning I’ve Learned From Machines.
Enabling Data Scientists and Developers with Free and Open Source AI
Enabling Data Scientists and Developers with Free and Open Source AI
Announcing the Third Batch of New Models in the IBM Developer Model Asset eXchange