Annotate 2D images, video and 3D objects with efficiency using cuboids, bounding boxes, polygons, lines and more.
Segment images with raster masks using paint, fill and superpixel segmentation tools to add pixel-level labels.
Visualize and label 3D LiDAR and radar point cloud data and synchronize ground truth data across sensors.
Label and track change in position and characteristics of unique objects across multiple frames with automatic interpolation for video and 3D annotation.
SamaHub's API offers a simple way to integrate directly with SamaHub. Query the status of a project, post new tasks and automatically receive the results once the task has been completed.
Automated workflows allow you to annotate training data in record time. SamaHub’s built-in auto QA feature conducts logic and consistency checks to automatically reject incomplete tasks and prevent errors.
Our privately owned and operated training data delivery centers are ISO certified. To guarantee data security, all communication between clients and our servers is encrypted via industry-standard Transport Layer Security (TLS), TLS/SSL.
Create workflows based on specific data needs—large and small. Customize instructions and annotation labels, and edit workflows as needed, as your algorithm learns.
Get custom reports delivered straight to your inbox on the status of your task, delivery estimates and quality results, tailored to your project needs.
SamaHub is a web-based data labeling platform for machine learning. SamaHub has three main functions: task distribution, data structuring (training data with annotations, data categorizing, etc.) and data quality management.
There are two ways to get started with SamaHub:
SamaHub supports various types of training data annotation for 2D images, 3D point clouds, videos and sensor data. The annotation suite includes automated interpolation for video annotation, semantic segmentation with raster masks, support for 3D lidar and radar data, sensor fusion, cuboids, bounding boxes, polygons and lines.
Your training data can be delivered in JSON, XLS and CSV, or delivered via API. Contact us if you don’t see your data type.
For text, SamaHub supports strings, integers and dates.
For assets, SamaHub supports images, videos and point cloud sequences.
If you don’t see your data type, contact us.
Yes, SamaHub’s platform API and webhook is available to manage your project, tasks and data. You can create tasks and send task assets, prioritize tasks in the work queue, delete tasks and assets, reject tasks that need more work, and receive deliveries of training data.
SamaHub’s workflow management features allow you to customize instructions and annotation labels, and edit workflows as needed, as your algorithm learns. You can also use workflows to check data quality by individual annotator, team or project and request rework of data as needed.
Yes. You can import training data with annotations into SamaHub using our API. Data can be edited and updated.
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