Supervisely
What is Supervisely?
Supervisely is a computer-vision platform for curating data, creating annotations, training models, and operating production AI workflows. It supports image, video, 3D point-cloud, medical-imaging, and geospatial datasets through cloud, self-hosted, and on-premises deployments.
Key Capabilities
- Multimodal annotation: Provides dedicated labeling toolsets for images, video, LiDAR, sensor fusion, and Digital Imaging and Communications in Medicine (DICOM) scans.
- AI-assisted labeling: Uses built-in and custom models for pre-labeling, object tracking, segmentation, and interactive annotation assistance.
- Data curation and quality assurance: Connects local and cloud storage, supports search and visualization across labels, and provides dataset-quality analysis and review workflows.
- Model operations: Supports training, experimentation, checkpoint comparison, active learning, model evaluation, and model deployment for assisted labeling.
- Developer extensibility: Offers an API, Python software-development kit (SDK), AppEngine, and customizable applications and user interfaces.
Audience & Use Cases
- Audience: Computer-vision engineers, data-labeling teams, machine-learning engineers, medical-imaging teams, and enterprise AI operations teams.
- Use Case: Supports visual inspection, medical-image analysis, video intelligence, autonomous-system training, 3D scene understanding, and other computer-vision development workflows.
Technical Specifications
- Data types: Images, videos, point clouds, LiDAR, radar, DICOM, volumetric scans, and geospatial data.
- Deployment options: Software as a service, cloud-hosted, self-hosted, and on-premises deployments, including Kubernetes environments.
- Storage integration: Works with existing Amazon Web Services, Google Cloud, and Microsoft Azure storage without requiring data duplication.
- Access controls: Supports roles, teams, OpenID, Lightweight Directory Access Protocol (LDAP), multi-factor authentication, and single sign-on.
Categories & Use Cases
Technical Details
| Mobile Application | No |
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FAQs
What is Supervisely?
Supervisely is a computer-vision platform for curating data, creating annotations, training models, and operating production AI workflows. It supports image, video, 3D point-cloud, medical-imaging, and geospatial datasets through cloud, self-hosted, and on-premises deployments.