Supervisely : End-to-End Platform for AI Data Annotation

Supervisely is a comprehensive platform designed for annotating and managing data across various AI applications. It caters to data scientists, machine learning engineers, and research teams working in fields such as healthcare, autonomous systems, and natural language processing. The platform supports multiple data types—including images, videos, 3D point clouds, and DICOM files—and offers customizable annotation tools, AI-assisted labeling, and collaborative project management features.

What are the main features of Supervisely?

Support for Diverse Data Types

Supervisely accommodates a wide range of data formats, enabling users to annotate:

• Images: Bounding boxes, polygons, brush tools, mask pens, keypoints
• Videos: Frame-by-frame annotation, object tracking, timeline management
• 3D Point Clouds: LiDAR data annotation with photo context
• DICOM Files: Medical image annotation for multi-slice scans

Advanced Annotation Tools

The platform provides a suite of tools to facilitate precise and efficient annotation:

• Customizable interfaces with drag-and-drop layouts
• Hotkeys and productivity features for streamlined workflows
• Support for complex image formats, including high-resolution and high-color-depth images
• Integration with various neural networks for AI-assisted annotation

AI-Assisted Labeling

Supervisely leverages artificial intelligence to enhance the annotation process:

• Interactive AI assistance through tools like the Smart Tool, which uses neural networks for object segmentation
• One-click segmentation and smooth manual editing capabilities
• Ability to switch between different AI models for optimal results

Collaborative Project Management

The platform supports team-based annotation projects with features such as:

• Role-based access control for annotators, reviewers, and administrators
• Task assignment and progress tracking
• Review queues and consensus scoring to ensure annotation quality

Integration and Customization

Supervisely offers flexibility to integrate with existing workflows and customize functionalities:

• Python SDK and API for automation and integration
• Support for custom applications through the Supervisely App Engine
• Deployment options including on-premises and cloud-based solutions

Why choose Supervisely?

• Versatility: Supports a wide array of data types and annotation tasks
• Efficiency: AI-assisted tools accelerate the annotation process
• Collaboration: Facilitates team-based annotation with robust management tools
• Customization: Offers flexible interface configurations and integration options
• Scalability: Suitable for projects of varying sizes and complexities