Get first-person videos of real hands-on tasks filmed by people in their own homes and workplaces, in the countries you choose. Built for robotics, physical AI and world models.
190+
Countries
13,487
Tasks completed
12,000+
Registered workers
~4 Hours
Avg time to results
Launch a first-person video task yourself and start receiving footage of real tasks, without long negotiations.
List the activity, the steps, the camera position and the length you need. Add an example clip so workers see the exact point of view you expect.
Activity and steps to performCamera position and lengthExample clip for reference
Select the countries your contributors should come from and how many clips you need. Different homes, tools and habits make your model work beyond the lab.
Any number of countries in one taskDifferent homes and workplacesYou set the total volume
Workers mount their phone on their chest or head, keep both hands free and record the task from start to finish in their own environment.
Phone on a chest or head mountBoth hands visible and freeFull task from start to finish
Watch every submission, approve the footage that meets your requirements and reject the rest. Keep your dataset clean from the start.
Watch every clipApprove or reject each submissionClean data for trainingSet up a task for the exact activities your robot or model needs to learn. Contributors film them from their own point of view.
Contributors film themselves wiping tables, folding clothes, loading dishwashers and putting things away. Teach home robots how real chores are done.
Everyday chores you chooseReal homes, not studiosFull task from start to finish
Workers record preparing simple meals, washing produce, opening packages and using kitchen tools. Rich hand movements with many different objects.
Simple, safe recipesMany tools and ingredientsLocal kitchens by country
Contributors pick up, open, turn, pour and place everyday objects as you describe. Close-up footage for grasping and manipulation models.
Your own list of actionsClose view of both handsMany object shapes and sizes
Workers film assembling furniture, tightening screws, changing batteries or fixing small items. Show models how people use tools in real life.
Safe, simple tools onlyStep-by-step actionsReal objects and parts
Contributors sort laundry, pack boxes, organize shelves or group items by type. Useful for logistics, retail and warehouse robotics.
Sorting rules you defineBoxes, bags and shelvesRepeatable short sessions
Workers walk through their home, open doors, climb stairs and move between rooms while filming. Train models to understand indoor spaces.
Rooms, doors and stairsSteady walking paceDifferent home layouts by country
Ask contributors to list the steps they performed with approximate times. You get footage with action labels, ready for annotation or training.
Your setup
Choose Video collection, describe the activity, camera position and length, and ask workers to list each step with its start time.
Video collection task typeActivity and camera rulesStep list with timesYour view
Each submission arrives with the first-person video and a list of steps with approximate times, ready to review and approve.
Video and step list in one submissionWorker country on every submissionApprove or reject each clipChoose where your footage comes from and tell contributors exactly how to film. Every submission comes from a different person and place.
Accept workers from all countries or pick specific ones by continent or individually. Capture how homes, kitchens and tools differ in each market.
Describe who should take part in your instructions, such as owning a phone mount, a type of home or a specific appliance. Reject submissions that do not match.
Upload a reference clip that shows the camera angle, distance and pace you expect, so contributors get the point of view right the first time.
Each worker can complete your task only once. Set the number of submissions you need and get footage from that many different people and homes.
You decide what counts as a good clip and review every submission before it joins your dataset.
Set the camera position, length, lighting and what must stay out of the frame.
Share a sample clip so contributors see the right point of view and pace.
Watch each submission and accept only clips that meet your requirements.
Launch a separate task where other workers check clips and step lists for you.
Egocentric video is filmed in private spaces. Every task follows clear rules, and every clip comes from an adult who chose to take part.
Your task description explains what people will film and that the videos will be used to train AI. Workers read it before they accept.
No other people, no children, no documents, screens or addresses may appear. Clips that break these rules are rejected.
Nobody is assigned to your task. Each adult worker decides to take part and uploads their videos on their own.
You set the pay per task. Longer filming needs a higher pay rate. Adjust the numbers to see what your project will cost, with the 15% platform fee included.
How long it takes a worker to complete one task.
Minimum pay is $0.10 per task. Need more footage later? Extend the same task instead of creating a new one.
Egocentric video is footage filmed from a person's own point of view while they do a task, with their hands in view. It is used to train robots, physical AI and world models to understand how people interact with objects.
Workers attach their phone to a chest or head mount so both hands stay free, then record the task from start to finish. You can require a mount in your instructions.
You decide in your instructions. Short clips of one to ten minutes are easiest to film, upload and review. For longer sessions, split them into several clips.
You set the pay for each task, starting from $0.10, plus a 15% platform fee. Longer filming and mount requirements need a higher pay rate so workers take the task. A campaign starts from $0.30.
Yes. Ask contributors to list each step they performed with an approximate start time, and every submission will include both video and text.
Your instructions must state that only the contributor may appear and that children, other people, documents, screens and addresses stay out of frame. Reject any clip that breaks these rules.
You can accept workers from all countries or choose specific continents and countries when you create the task.
Describe the resolution, frame rate, orientation and lighting you need in your instructions, and add an example clip to show the result you expect.
Yes. Extend your existing task instead of creating a new one. Workers who already took part still cannot submit again.
If you need special hardware, long sessions or a review flow of your own, contact us through the form below and we will set it up with you.
Need hundreds of hours, special mounts or help writing filming rules? Send a message and we will set it up with you.