Computer Vision is one of the hottest technologies in Artificial Intelligence right now. This course will teach you how to analyse images using Microsoft and Google Visio models. You will learn the differences between the output of these models and real world scenarios that use both technologies to analyse and score images. When standard vision models can’t do what you want, we will teach you how to program your custom vision models. You will be introduced to the work of deep learning for applying image attribute transfer.
This is a Premium New Horizons course. This course usually runs in a connected classroom, and students need to bring their own device.
This module provides an overview of Computer Vision technologies with Microsoft, Google and Watson. In the lab you will learn how to set up everything you need to get the results you want.
Lessons:
- Computer Vision with Microsoft
- Computer Vision with Google
- Computer Vision with Watson
Lab :
- Setting up images and prerequisites
- Choosing the right model
- Comparing output of Predictions
- View the results
After completing this module, students will be able to:
- Understand why Computer Vision is one of the hottest technologies in Artificial Intelligence right now
This module provides an overview of what is needed to program a custom vision model.
- Custom Vision Projects
- Custom Vision Model Types
- Preparing Training Images
- Preparing Test Images
- Tags
- Training
- Account Types
- Export your model for use in Mobile Applications
Lab :
- Install required components
- Load your model and tags
- Prepare an image for prediction
- Predict an image
- View the results
After completing this module, students will be able to:
- Understand why Custom Vision is one of the hottest technologies in Artificial Intelligence right now
This module provides an overview on Azure Custom Vision Service. Azure Custom Vision Service is a Microsoft Cognitive Services product for tagging images using your custom computer vision model. Flow, the back-office automation tool for Office 365 allows you to call your vision models, and store the predictions for analysis.
- Custom Vision Predict Tags from an Image
- Custom Vision Predict Tags from a URL
- Custom Vision Predict a File from Dropbox
- Computer Vision Analyse an Image
- Computer Vision Describe an Image
- Computer Vision Describe Image Content
- Computer Vision Describe an Image URL
- Computer Vision Generate ThumbNail
- Computer Vision OCR to Json or Text
- Computer Vision Recognise Domain Specific Content
- Computer Vision Tag an Image
Lab :
- Use Flow to call the Custom Vision service
- Use Flow to call the Computer Vision service
- Use Flow to Store Predictions
- Using Custom APIs in Flow
After completing this module, students will be able to:
- Understand why Flow with Computer Vision is one of the hottest technologies in Artificial Intelligence right now
- Computer Vision Microsoft
- Computer Vision Google
- Computer Vision Watson
- Custom Vision
- Automation
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About Microsoft On-Demand Learning
Build your Microsoft technical expertise while balancing the demands of your schedule. The new MOC On-Demand series courses combine high-quality video lectures, live hands-on labs and knowledge-checks in a self-paced format to help you build skills as your schedule allows—all at once or five minutes at a time.
MOC On-Demand at a Glance
Self-Paced Learning
Immediate Feedback on Mastery
SATV Eligible
Direct From the Source
Learn Anywhere Anytime
Live Hands-on
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