About this course
Start with an overview of Microsoft Cognitive Services, and then take a look at the Computer Vision API, which gathers actionable information in images. Learn about optical character recognition (OCR) and image manipulation. Explore the Face API to detect, identify, analyze, organize, and tag photos and to create metadata around them. Get the details on the Emotion API, which helps personalize user experience with emotion recognition. And dig into the Custom Vision API, which enables you to customize computer vision models as required for your own specific use cases.
Leverage the latest best practices and Fluent Design principles, as you learn how to create Windows 10 Universal Windows Platform applications that can run on multiple devices, including desktops, tablets, phones, HoloLens, and Xbox consoles. With a prerequisite of proficiency in a C-based programming language like C, C#, C++, or Java, follow along with the instructor as you work through the labs to replicate and modify code in the examples.
Wrap up the course by creating an application that analyzes and tags images found in Twitter timelines for the presence of human faces and their recognized emotion, based on information returned from the Computer Vision, Face, Emotion, and Custom Vision APIs. The app can optionally even attempt to locate the source and physical location of people, places, or organizations referenced in the content. From a general overview to specific use cases and hands-on practice, this course gives you what you need to create AI apps with off-the-shelf features in Cognitive Services Vision APIs.
What you'll learn
- Identify, categorize, and tag images
- Interpret images for characteristics like faces, mood, age, and scene
- Perform Optical Character Recognition (OCR) within images
- Intelligently manipulate photos
- Build an image classifier app
- Modue1: Computer Vision Overview
- Module2: Computer Vision
- Module 3: OCR and Image Manipulation
- Module 4: Custom Vision
- Module 5: Final Project
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