u/PossiblePotato961

A short look into our current AI dataset production workflow.

We’re currently producing:

• Activities of Daily Living (ADL) Datasets
• Human-Object Interaction (HOI) Datasets
• Locomotion & Movement Datasets
• Emotional Behavior Datasets
• Tactical / Weapon Handling Datasets

Built using full Motion Capture pipelines.

Interesting seeing how the same Motion Capture workflows used for films and games are now becoming critical for Robotics Training, Physical AI, and Humanoid Robot learning.

Some of these motion libraries will also be made available through Animation Shopee.

Currently working on another AI dataset production focused on household activity capture.

The goal is to build structured human motion datasets for AI training, action recognition, robotics behavior systems, and computer vision pipelines.

Using our Motion Capture, Performance Capture, Facial Capture, and Motion Capture Post-Processing workflows to create cleaner and more scalable human movement datasets.

Curious how others here approach household behavior capture for AI model training.

Recently had the opportunity to attend the screening of Escaping Esau at Prasads Labs.

Our team handled body motion capture, facial capture, finger capture, motion capture post-processing, and Unreal Engine workflows for the project.

Seeing years of work finally come together on a cinema screen was incredibly rewarding.

One of the most memorable moments was seeing the Apple Arts Studios credit appear on the screen after being involved throughout the production pipeline.

A reminder that every rehearsal, capture session, cleanup pass, and technical challenge eventually leads to moments like this.

Recently wrapped an intensive production where every day involved working closely with directors, actors, production teams, facial capture teams, and technical crews to keep the performance capture pipeline running smoothly.

Motion capture is always a team effort, and seeing everything come together successfully makes the hard work worth it.

Still learning. Still building. Still pushing motion capture forward.

#MotionCapture #PerformanceCapture #Mocap #MotionCaptureIndia #FacialCapture #VirtualProduction #UnrealEngine #MocapDirector #MocapSupervisor

One of the actors from a recent production put together this video showing his experience inside our motion capture studio at Apple Arts Studios.
The video covers the complete performance capture process, including:
Motion capture suits
Performance capture sessions
Facial capture workflows
Live previs
Director and production collaboration
Motion capture team operations
Unreal Engine production workflows
It’s always interesting seeing motion capture from the actor’s perspective and how body performance, facial capture, and performance capture come together during production.
At Apple Arts Studios, we specialize in:
Motion Capture Services
Performance Capture Services
Facial Capture
Finger Capture
Motion Capture Post-Processing
Unreal Engine Motion Capture
Virtual Production
Motion Capture for Films
Motion Capture for Gaming
AI Motion Datasets
Curious how other studios introduce actors to motion capture and performance capture workflows during production.
This gives you:
Motion Capture
Motion Capture Services
Motion Capture Studio
Performance Capture
Facial Capture
Motion Capture Post-Processing
Unreal Engine Motion Capture
Virtual Production
Motion Capture for Films
Motion Capture for Gaming
AI Motion Datasets
all naturally integrated while still reading like a Reddit post instead of an advertisement.

“Roll.”
One of the most repeated words inside a motion capture volume.
Actors performing while body, facial, and finger capture systems run together in sync.
Another day inside the performance capture pipeline at Apple Arts Studios.

Throwback to one of our older motion capture experiments at Apple Arts Studios.

This was an early R&D test involving marker placement and capture workflow experimentation for crow movement and creature animation studies.

Interesting to revisit some of the older tests and see how much the workflows have evolved over the years.

More archive experiments coming soon.

I didn't know that motion capture had been used for so many different things, even used as computer graphics. We've come a long way I guess.

Recent high-intensity performance capture test from Apple Arts Studios.

This workflow combines:
• Full body motion capture
• Facial performance capture
• Finger capture
• Combat movement and sword choreography
• Unreal Engine character integration

Focused on building cinematic sequences, game cinematics, MetaHuman workflows, virtual production, and AI-driven performance pipelines.

Always refining workflows and pushing performance capture further.

High-intensity performance capture test from Apple Arts Studios.

Full body capture. Facial performance. Finger capture. Combat movement. Sword action.
Applied directly onto Unreal Engine characters in real time.

We continue pushing workflows across:
• Motion Capture
• Performance Capture
• Virtual Production
• MetaHuman Pipelines
• AI Motion Datasets

From cinematic sequences to game cinematics and AI-driven workflows, performance capture continues evolving far beyond traditional animation pipelines.

www.appleartsstudios.com

#MotionCapture #PerformanceCapture #Mocap #UnrealEngine #MetaHuman #VirtualProduction #GameDevelopment #AIDatasets #HumanMotionData

Animation studios — if you're working with mocap data (cleaning, retargeting, polishing), you know how much time goes into prep and processing.

We just finished a large-scale capture project and wanted to share the workflow since it's relevant to anyone working with motion data.

What we did:

• 4-day continuous motion capture
• 1800+ sequences
• Parallel capture + processing (not serial)
• Delivered production-ready data

Key insight:

Scale changes everything. One actor, one day = different workflow than 12 actors, 24-hour operations.

At scale, you need:

• Real-time quality monitoring
• Parallel processing pipelines
• Marker consistency across sessions
• Data annotation standards
• Fast delivery without quality loss

Most animation studios outsource mocap data. If you're managing large projects and need clean motion data at scale, understanding how professional capture studios handle volume is worth knowing.

We're expanding to serve animation studios directly (not just film/game production).

If you work with motion data at scale, curious what your biggest pain points are.

www.appleartsstudios.com