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Run a Jupyter Notebook to detect, track, and count cars in a video using Maximo Visual Insights (formerly PowerAI Vision) and OpenCV

A chatbot for banking that uses the Watson Assistant, Discovery, Natural Language Understanding and Tone Analyzer services.

Handwritten Korean Character Recognition with TensorFlow and Android

This code showcases the full power of Kubernetes clusters and shows how can we deploy the world's most popular website framework on top of world's most popular container orchestration platform.

Develop a graph database app using JanusGraph

In this code we provide a full roadmap the deployment of a multi-node scalable Cassandra cluster on Kubernetes. Cassandra understands that it is running within a cluster manager, and uses this cluster management infrastructure to help implement the application. Kubernetes concepts like Replication Controller, StatefulSets etc. are leveraged to d…

Use the TPC-DS benchmark to test Spark SQL performance

Built for developers who are interested in learning how to deploy a React application on Kubernetes, this pattern uses the React and Redux framework and calls the OMDb API to look up movie information based on user input. This pattern can be built and run on both Docker and Kubernetes.

A Chatbot for ordering a pizza that demonstrates how using the IBM Watson Assistant Slots feature, one can fill out an order, form, or profile.

Create a web app to visually interact with objects detected using machine learning

Method for Predicting failures in Equipment using Sensor data. Sensors mounted on devices like IoT devices, Automated manufacturing like Robot arms, Process monitoring and Control equipment etc., collect and transmit data on a continuous basis which is Time stamped.

Analyze real-time CCTV images with Convolutional Neural Networks

In this code we demonstrate how to build, deploy, connect resilient Java microservices leveraging Istio service mesh. We show how to configure and use circuit breakers, timeouts/retries, rate limits and other advanced resiliency features from Istio without changing the application code.

A jupyter notebook that provides analysis for StarCraft 2 replays

Use deep learning to create a model and a REST endpoint to allow your app to detect, locate and count your product on store shelves

Create a web app for monitoring sentiment, price, and news for individual listed stocks, using IBM Watson Discovery and CloudantDB as well as Nodejs and Alpha Vantage.

This application demonstrates the deployment of a Java based microservices application using Microprofile on Kubernetes Cluster. MicroProfile is a baseline platform definition that optimizes Enterprise Java for a microservices architecture and delivers application portability across multiple MicroProfile runtimes

WARNING: This repository is no longer maintained ⚠️ This repository will not be updated.

Create a web app to interact with machine learning generated image captions

Alexa Skill using IBM Watson Assistant and IBM Cloud Functions