01
Raw video
Explore the original video before choosing the annotations for your training pipeline.
Starting price
US$4/ data-hour
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DATA FOR REAL-WORLD WORK / 11
Robot training data for office and education tasks.
Explore document handling, stationery organization and learning-material tasks for robot training.
Every sample download includes all currently available sample types for this scenario in one ZIP. Sign-in is required.
CHOOSE YOUR DATA
Standard data types and prices
These standard non-exclusive prices match the principal scenarios. Task-specific files, formats and delivery are confirmed for each request.
02
VLA annotations
Evaluate vision, language and action annotations for your VLA training workflow.
Starting price
US$5/ data-hour
03
2D hand keypoints
Evaluate hand keypoint annotations in image space for hand motion learning.
Starting price
US$6/ data-hour
04
3D hand poses
Explore spatial hand pose annotations for learning hand movement and manipulation.
Starting price
US$7/ data-hour
05
Depth annotations
Evaluate depth information for scene geometry and spatial understanding.
Starting price
US$8/ data-hour
06
Point cloud annotations
Explore point cloud information for scene geometry and spatial understanding.
Contact for pricing
Prices are per hour of data under a non-exclusive license. The same data may be sold to multiple buyers. Contact us for other licensing requirements.
Sign in to request sample data and real photos for this task. Availability will be confirmed by email.
The scenario
Everyday materials. Ordered workflows.
Office and education tasks involve physical documents, folders, stationery, books and learning materials. The catalog includes filing papers, preparing meeting materials, assembling pens and organizing supplies. Each task page describes a specific activity without assuming a particular recording environment.
Operating environments
Offices, study spaces and education settings are potential applications. Confirm the actual collection setting and task conditions when requesting data.
Real-world variation
Paper sizes, folder fasteners, stationery shapes and storage layouts create different handling requirements. Confirm the variations relevant to your training workflow.
Data and signals
Available formats, sensor modalities and annotations are confirmed for each data request. A catalog listing does not establish the availability of a particular signal.
Capabilities to develop
Potential training applications include document manipulation, small-object organization, insertion and ordered task execution.
29 task scenarios
Explore the tasks in this scenario
Choose an activity to see its task description and request sample data.
- Insert blank cards into sleeves and store them
- Organize pens and scissors in a divided holder
- Bundle loose cards and file them
- Sort stationery back into a divided pen holder
- Set aside discarded stationery and reorganize supplies
- Fit pen refills into pen barrels
- Store pen refills in divided drawers
- Disassemble writing tools and replace consumables
- Assemble and fill stationery drawer dividers
- Sort and store office consumables
- Sort meeting notes into tiered trays
- File documents in matching colored folders
- Place document stacks in a pending tray
- Wipe pens and small tray items
- Return paper clips to a magnetic box
- Seal client documents in zippered pouches
- Place books in a retrieval basket
- Arrange books on a checking tray
- Flatten wrinkled documents with a pressing board
- Sharpen pencils with a craft knife
- Transfer ring-equipped items and rearrange stationery
- Shave and shape pencil points
- Wipe dried ink from a writing board
- Organize books and stationery in drawers
- File cards in an album
- Align bag and seal financial documents
- Protect and file USB drives and memory cards
- Staple meeting agendas
- File documents in color-matched cabinets
Office & education
Buy more data
Every sample download includes all currently available sample types for this scenario in one ZIP. Sign-in is required.