Easily customize your own state-of-the-art computer vision models for your unique use case.
Create a custom computer vision model in minutes
Customize and embed state-of-the-art computer vision image analysis for specific domains with Custom Vision, part of Azure Cognitive Services. Build frictionless customer experiences, optimize manufacturing processes, accelerate digital marketing campaigns, and more. No machine learning expertise is required.
Customization to your scenario
Set your model to perceive a particular object for your use case.
Intuitive model creation
Easily build your image identifier model using the simple interface.
Run Custom Vision in the cloud or on the edge in containers.
Rely on enterprise-grade security and privacy for your data and any trained models.
Achieve accuracy without the complexity
Accelerate model creation
Deploy anywhere, from the cloud to the edge
Fuel App Innovation with Cloud AI Services
Comprehensive security and compliance, built in
Microsoft invests more than $1 billion annually on cybersecurity research and development.
We employ more than 3,500 security experts who are dedicated to data security and privacy.
World-class custom computer vision at competitive prices
Pay only for what you use with no upfront costs. With Custom Vision, you pay as you go based on number of transactions, training hours, and image storage.
Get started with an Azure free account
Start free. Get $200 credit to use within 30 days. While you have your credit, get free amounts of many of our most popular services, plus free amounts of 55+ other services that are always free.
After your credit, move to pay as you go to keep building with the same free services. Pay only if you use more than your free monthly amounts.
After 12 months, you'll keep getting 55+ always-free services—and still pay only for what you use beyond your free monthly amounts.
Frequently asked questions
Yes. Because Custom Vision is designed to be customized for your scenario, you need to provide the data to train your model.
The Custom Vision service is optimized to quickly recognize major differences between images, so you can start prototyping your model with a small amount of data. We recommend starting with 50 images per label. Depending on the complexity of the problem and degree of accuracy required, hundreds or thousands of samples may be required for your final model.
You can leverage Project Trove to gather images for your projects. Project Trove is an app that connects you directly with photo takers, allowing you to collect more relevant and accurate photos for your model. Using Trove, you can post your project descriptions, outline the types of photos you are looking for, and only approve the photos that you want. Trove provides licensing and privacy frameworks, so you can collect high quality data responsibly and safely. You can sign up for Trove here.
It’s actually both. Use the site to access a graphical interface for labeling data and training models. Or use the Custom Vision SDKs to do these things.
Cognitive Services offers several capabilities depending on your use case. The Computer Vision video- and image-recognition model is a good starting point if you don’t want to build your own model. Form Recognizer is optimized for document processing, Video Indexer for extracting advanced metadata from audio and video files, Face for facial recognition and detection, and Content Moderator for detecting unwanted text or images.