Combine studio capture, customer-provided video or sensor data, 3D reconstruction, simulation, labeling, and retargeting in a scoped program for training or evaluation.
An off-the-shelf dataset may lack the required action, interaction, skeleton, target embodiment, label schema, or usage rights. Increasing volume does not solve a mismatch between the data and the task.
Uthana builds custom programs around the intended behavior, source material, representation, output schema, quality threshold, and commercial use. The goal is a dataset that can be inspected and accepted against a written specification, not a generic promise of more data.
A custom program can combine:
The intended task or behavior, source observations, target body representation, whether performer-specific scale and bone lengths must be preserved, required output fields and formats, and evaluation or acceptance criteria are determined during specification and pilot work.
Some teams need data that reflects a particular task, capture setup, body representation, or evaluation goal. Uthana can combine studio ground truth with customer-provided observations, simulation, reconstruction, and labeling around that requirement.
Use the resulting data to train a model, tune a pipeline, or evaluate performance against held-out examples. Each engagement begins with representative inputs, required outputs, and acceptance criteria before moving into scaled production.
If the team already has a schema, sample file, evaluation script, or acceptance test, start there. If the specification is incomplete, share the target task, body representation, required fields, and known gaps in existing data. Uthana can help define a bounded pilot without pretending unresolved requirements are already settled.
Start generating motion today, or work with us on a custom dataset, embodiment system, or simulation program.
