Custom Vision

Custom Vision - Home Cognitive Services Custom Vision is a visual intelligence service that lets you easily customize state-of-the-art computer vision models to fit your unique use case. By providing a few labeled image examples, you can train, evaluate, and deploy your own custom image understanding models. You can sign in, upload or label images, train your model, and evaluate it via simple REST API calls to tag new images.

How to Use Custom Vision

1. Sign In to your Custom Vision account.
2. Upload Images: Bring your own labeled images, or use the platform to quickly add tags to unlabeled images.
3. Train: Use your labeled images to teach Custom Vision the concepts you care about.
4. Evaluate: Use simple REST API calls to quickly tag images with your new custom computer vision model.

Use Cases

• Image classification tailored to your domain
• Object detection with custom labels
• Visual recognition tasks aligned with your business requirements

How It Works

• Upload a labeled dataset or generate labels directly in the UI.
• Train a model on your labeled data.
• Deploy and use REST API endpoints to tag new images in real time.

Safety and Considerations

• Ensure you have rights to the images used for training and labeling.

Core Features

• Sign in and manage access to Custom Vision projects
• Upload images and apply or create labels/tags
• Train customized computer vision models with labeled data
• Evaluate and iterate using REST API calls for image tagging
• Easy deployment for integration into apps and services
• Scalable to fit different dataset sizes and use cases
• Web-based interface plus API-driven workflows for automation