Microsoft Custom Vision is a service that enables users to create custom computer vision models by providing labeled images. It simplifies the process of training and deploying image recognition models tailored to specific needs.
Key Features
- Image labeling: Upload labeled images or use the tool to add tags to unlabeled images quickly.
- Model training: Train a custom model using your labeled image dataset.
- Evaluation: Use simple REST API calls to integrate the trained model and tag new images.
Use Cases
- Building unique image classification or object detection models for specific business scenarios.
- Rapid prototyping of computer vision solutions without deep machine learning expertise.
Who It’s For
Ideal for developers and organizations needing customized image recognition that off-the-shelf APIs cannot address.
Key Benefits
- Easy customization for unique use cases
- Requires only a few labeled images
- Simple REST API for model evaluation
- Assists with tagging unlabeled images