Meet, scope, and tailor
We work directly with your team to translate a model need into practical capture instructions, acceptance criteria, and a delivery format.
Client-led custom data collection
Egocentric data built around your model.
We meet directly with your team, learn the behavior your model needs, and design first-person video collection around your exact tasks, environments, camera setup, and delivery requirements.
Directclient collaboration
~4 hourscurrent sample library
Expandablethrough a broad contact network
POV_CAPTURE / TOOL_USE
RGB · 30 FPS
HOUSEHOLD
OUTDOOR
X 041.499
Y −081.694
DATA FOR
ROBOTICS
VLA MODELS
COMPUTER VISION
PHYSICAL AI
Sample footage
See the world from the model’s point of view.
Our current library contains approximately four hours of focused sample footage. It demonstrates the capture approach; client datasets are collected to order around the exact behavior, environment, and volume required.
Collection capabilities
Your requirements come first—not a generic footage library.
Every engagement begins with a working conversation. Together, we define the task, environment, viewpoint, duration, repetition, privacy boundaries, and metadata requirements before building a pilot capture plan.
Natural interaction
Real object handling preserves the variation, occlusion, mistakes, and recovery behavior models encounter outside the lab.
Rapidly expandable collection
A broad network of contacts gives us a practical path to recruit the right contributors, environments, and task backgrounds as an approved pilot expands.
Structured, responsible delivery
Metadata, file organization, consent boundaries, audio choices, PII review, redaction, and delivery access can all be tailored to the project.
How it works
Start together, validate quickly, then grow.
You work with us directly throughout the project, with clear checkpoints before time and budget are committed to larger collection volumes.
-
01SPECIFICATION
Meet and define the target
We discuss the model goal, tasks, objects, setting, camera requirements, privacy constraints, and expected delivery format.
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02PILOT
Approve a tailored pilot
Review a small sample to confirm framing, task execution, visual quality, and metadata before scaling.
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03COLLECTION + QA
Expand through the right people
Capture follows the approved protocol, using the right contributors and environments for the project, with each session screened for completeness and usability.
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04DELIVERY
Package and deliver
Receive organized media, a structured manifest, and any agreed task or interaction annotations.
Built for usable data
More than a folder of video files.
The value of real-world data comes from knowing what happened, under what conditions, and whether each clip meets the requested standard.
- ✓ Session and task identifiers
- ✓ Capture notes and environment tags
- ✓ Technical and visual quality review
- ✓ Custom naming and manifest schemas
- ✓ Optional task-step and interaction labels
DATASET_MANIFEST.JSONVALID
{
"session_id": "EDS-TOOL-0042",
"task": "drive_fastener",
"viewpoint": "head_mounted",
"environment": "residential_worksite",
"video": {
"resolution": "1920x1440",
"fps": 29.97,
"audio": false
},
"quality": {
"task_complete": true,
"camera_occlusion": "low"
}
}12 FIELDSSCHEMA v1.0
Use cases
One collection pipeline, multiple model needs.
Vision-language-action training
Human demonstrations with task context for learning action sequences and object affordances.
Manipulation understanding
Hands, tools, deformable objects, contact events, and two-handed coordination in natural settings.
Robustness evaluation
Test perception across clutter, lighting changes, motion blur, occlusion, and varied environments.
Workflow decomposition
Capture long-form tasks for step recognition, temporal segmentation, and failure-mode analysis.
Start with a pilot
Let’s design the right collection together.
Bring a task list, research goal, or even an early idea. We will meet with your team, ask the right questions, and turn it into a practical pilot plan built around your needs.
support@egodatasolutions.com ↗