Annotate lidar and RGBD data with advanced labeling interfaces.
Label in-house or with an external workforce.
Label sequences of point clouds, and optionally define the ego pose for each frame. Use keyframe interpolation to speed up bounding box labeling.Learn more
Label static objects directly in a merged point cloud view. Thanks to our 3D tiles technology, there is no limit on the size of the merged point clouds.Learn more
To speed up labeling of dynamic objects in point cloud sequences, you can use batch mode. Batch mode displays an object in all frames in a simple interface. That way, you can easily see where adjustments are needed.Learn more
from segments import SegmentsClient client = SegmentsClient("api_key") dataset = client.add_dataset( "dataset_name", task_type, task_attributes ) sample = client.add_sample( "user/dataset_name", "sample_name", attributes )
Integrate data labeling into your existing ML pipelines and workflows using our simple yet powerful Python SDK.
Upload data, download labels, and manage datasets programmatically
Automatically trigger actions using webhooks
Connect your cloud provider (AWS, Google Cloud, Azure)
Export to popular ML frameworks (PyTorch, TensorFlow, Hugging Face 🤗)
Onboard your own workforce or use one of our workforce partners. Our management tools make it easy to label and review large datasets together.
Give collaborators access to specific datasets and choose their permissions
Onboard an external workforce from our labeling service partners
Set up a reviewing step and communicate with labelers via issues
Track labeling performance through metrics and custom dashboards.
Implement active learning by using your model predictions to find failure cases and to speed up labeling.
Label images and point clouds on Segments.ai
Train a model and keep it on your side. Only upload model predictions
Compare predictions with ground-truth labels and use our search syntax to find failure cases
Use model predictions as prelabels to speed up labeling
Try Segments.ai free for 14 days. No credit card required.Start free trial