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Tag, classify, and train visual content using machine learning.
Utilize Watson built-in and custom classifiers on IBM Cloud using an iOS app built using Swift.
May 16, 2019
Artificial intelligenceVisual recognition+
Survey flooded neighborhoods to identify survivors on rooftops and detect rescue boats
Program a Tello drone to take pictures and then classify the images
Serverless image processing with Cloud Object Storage
Mirror game app showcases 15 cloud technologies and components
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Oct 03, 2018
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Jul 10, 2019
This sample code shows how to convert, enhance, and analyze images uploaded from a web application to the cloud. Serverless is a natural choice for this type of processing because your functions will be run on demand and at scale.
Jun 20, 2019
Use drone aerial images, Watson Studio, and Watson Visual Recognition to survey flood damaged neighborhoods, to identify homes with survivors on rooftops, and to detect rescue boats.
May 21, 2019
Use the sample Node-RED flows, which use the Ryze and DJI SDKs to control their Tello drone API and also use the Watson Visual Recognition nodes, to program the Tello drone to take pictures and then classify the images.
May 14, 2019
Artificial intelligenceIBM Cloudant Local (NoSQL)+
In this video tutorial, John Walicki will be livestreaming to teach you how to incorporate Node-RED, Twitter, and artificial intelligence into your Call for Code submissions.
Artificial intelligenceDeep learning+
Create basic machine learning models that you train to recognize the sounds of dogs, cats, and birds.
Apr 22, 2019
Build a fun treasure hunt game that uses visual recognition.
Apr 16, 2019
Use drone aerial images, Watson Studio, and Watson Visual Recognition to survey wildfire-damaged neighborhoods and identify burned homes and intact homes.
Apr 12, 2019
This code pattern demonstrates using push notifications with a serverless back end. When you use a serverless approach for back-end mobile apps, you can run your code or functions based on events. It's easy to create functions that you can schedule to run at specific times, and you can automate…
Feb 05, 2019
Apache KafkaAPI Management+
This code pattern shows a game app where players need to show five specific emotions and do five specific poses in two levels. The fastest player wins. The game showcases various key cloud technologies to demonstrate them in action.
Jan 10, 2019
This article walks you through the basics of the Watson Visual Recognition service, such as how to get credentials and the built-in models.
Jan 09, 2019
Artificial intelligenceData science+
Face detection is being used increasingly in many industries. Initially associated with the security industry, it's now expanding into other industries such as retail, marketing, and health. A good accuracy of face detection algorithms is essential to its application in these industries and also for its expansion to other industries.…
Dec 26, 2018
This code pattern demonstrates using serverless computing and on-premises resources. On-premises resources such as databases and web applications can be securely accessed by serverless functions with the use of a Secure Gateway tunnel. The serverless functions can then be triggered through events or REST APIs.
Dec 13, 2018
This code pattern demonstrates a serverless reference architecture to run code in response to messages or to handle streams of data records. One function, or action, is triggered by message streams of one or more data records. These records are piped to another action in a sequence (a way to…
Quickly and accurately tag, classify, and train visual content using machine learning. Use this Code Pattern to provision a Visual Recognition Service that you can create a custom model with or use one of the demos provided in Watson Studio.
Dec 12, 2018
This code pattern demonstrates using IBM Cloud Functions (based on Apache OpenWhisk) to build a REST API. The use case demonstrates how actions work with data services and execute logic in response to API requests. It also demonstrates how to secure the content behind the API using IBM AppID, by…
Nov 06, 2018
This code pattern demonstrates a serverless function that fetches data from a database to process data at rest. The users of the sample stock market app enter the stock's tickers that they want to follow, and the data is stored in a Cloudant database. Serverless functions are run on a…
Oct 16, 2018
If you have existing on-premises WebSphere Application Server apps and can benefit by moving them to the cloud, this code pattern is for you.
Oct 08, 2018
API ManagementArtificial intelligence+
Learn how to build a custom Visual Recognition model.
Oct 03, 2018
Process messages and images exchanged in a chat channel using Watson services to moderate the discussions.
Aug 28, 2018
This code pattern uses a Cloudant database on IBM Cloud and triggers an action (a Cloud Function) based on changes in the database to classify images that are uploaded. It uses a serverless image recognition web app to showcase the serverless implementation.
Jul 23, 2018
Visual recognitionWatson Visual Recognition
Create a custom classifier with IBM Watson Visual Recognition that identifies several cities based on their images at night.
Jul 16, 2018
Artificial intelligenceIBM Cloud+
Create an image classifier and a Java app to use it
Jul 09, 2018
Artificial intelligenceCloud Foundry+
Learn how to write a simple Node.js web application that uploads an image to IBM Cloud Object Storage and is analyzed by Watson Visual Recognition.
Jun 20, 2018
Use the IBM Watson Node.js SDK to create a web UI app that enriches multimedia files using speech-to-text conversion, tone analysis, natural language understanding, and visual recognition processing.
Jun 02, 2018
Use Watson Visual Recognition and Core ML to create a Kitura-based iOS game that has a user search for a predetermined list of objects.
May 21, 2018
Build an app that will load images into an IBM Cloudant database, analyze them, and based on the results, trigger an alert showing whether there is a danger and need for action.
May 16, 2018
Smart picture sharing on the go.
Apr 17, 2018
Build a prediction app that classifies a new set of images based on the trained model by using Watson IoT Platform, Node-RED, and the Watson Visual Recognition service.
Apr 05, 2018
Artificial intelligenceMobile development+
Create an iOS phone application that uses a Watson Visual Recognition custom classifier to sort waste into three categories (landfill, recycling, or compost).
Apr 04, 2018
Create an app that combines ARKit with Watson Visual Recognition and a Cloudant database to give you a complete augmented reality experience.
Mar 13, 2018
With Core ML, developers can integrate a trained machine learning model into an application. Watson Visual Recognition now supports exporting trained Core ML models. This code pattern shows you how to create a Core ML model using Watson Visual Recognition, which is then bundled into an application.
Feb 20, 2018
Artificial intelligenceKnowledge discovery+
Learn how to use the Watson Salesforce SDK to make calls to Watson Visual Recognition, Watson Discovery, and Watson Tone Analyzer APIs.
Feb 07, 2018
Create a mobile app that takes a picture of vehicle damage and sends it to an insurance company to identify and classify the problem.
Dec 24, 2017
Learn the basics of Watson Visual Recognition and how to work within the free limits provided.
Oct 20, 2017
Aug 31, 2017
Get best practice tips on using Watson services in this tutorial series.
Jul 27, 2017
Enrich unstructured data from Facebook using a Jupyter Notebook with Watson Visual Recognition, Natural Language Understanding, and Tone Analyzer, then use PixieDust to explore the results and uncover hidden insights.
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