What is Segments.ai?
The Segments.ai platform empowers computer vision experts to accelerate their iterative workflow between data labeling, model training, and failure case discovery. It offers a versatile and self-serve solution for multi-sensor data annotation, providing intuitive labeling interfaces for images, videos, and 3D point clouds
Highlights
- Multi-sensor data annotation: Supports segmentation labels, vector labels, and more for images, videos, and 3D point clouds (lidar and RGBD)
- Robust labeling capabilities: Semantic segmentation, instance segmentation, panoptic segmentation, bounding boxes, polygons, polylines, keypoints, 3D cuboids, and 3D keypoints
- Streamlined video and point cloud labeling: Fast labeling with interpolation and ML assistance, merged 3D point cloud view, and batch mode
- Flexible workflow integration: Python SDK, documentation, webhooks, cloud provider integration, and export options for popular ML frameworks
- Workforce management: Onboard your own team or leverage Segments.ai's workforce partners, with tools to manage large-scale labeling and review
Features
Turn predictions into ground truth
Implement active learning pipelines
Label images in no time
Integrate into existing workflows
Debug your data