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Datasets

2D Animation
Finished 2D animated video clips spanning characters, environments, and action across a wide range of drawn and painted styles.

3D Animation
Rendered 3D animation clips across the full range of modern styles, engines, and motion types.

First-Person Gameplay
First-person video game footage paired with synchronized player inputs and microsecond action timestamps.

Third-Person Gameplay
Third-person video game footage paired with synchronized player inputs and microsecond action timestamps.

Open-World Navigation
Open-world video game footage paired with synchronized player inputs and microsecond action timestamps.

Gameplay Demonstrations
Instructional and demonstrative gameplay covering walkthroughs, tutorials, speedruns, and how-to-play sequences.

Scripted Studio Recordings
Studio-recorded audio of scripted speech read aloud, including voice-over, narration, and audiobook performance.

Multiplayer Interaction
Multi-player gameplay sessions with per-player inputs, voice, and chat synchronized to shared video.

Human-Object Interaction
Full-body footage of people interacting, picking up, carrying, using, and putting down everyday objects in natural settings.

Tool Manipulation
Footage of people operating hand tools, power tools, and specialized implements across workshop, kitchen, and craft contexts.

Synchronized Multi-Camera
Synchronized multi-camera footage capturing the same event from 2-4 angles with frame-accurate timing.

Long-Context CCTV
Continuous fixed-camera footage spanning hours, capturing lead-up, event, and aftermath in single timelines.

Everyday Tasks POV
First-person video of routine daily activities captured from head- or chest-mounted cameras.

Talking Head
Talking head footage of people speaking direct-to-camera, captured in controlled production settings.

Long-Form Narrative
Complete fictional features and television episodes spanning genres, runtimes, and global production traditions.

Complex Camera Motions
Video clips featuring deliberate, executed camera movement, from single-axis pushes to combined and compound moves.

Conversational Speech
Audio of natural, unscripted conversation between speakers, with a full range of turn-taking and casual speech patterns.

Lighting
Video clips covering the full range of cinematographic lighting, from naturalistic daylight to dramatic studio setups.

Composition
Video clips with deliberate visual composition, framed for clear subject hierarchy and intentional spatial structure.

Device Usage POV
First-person video of people interacting with phones, tablets, laptops, and other everyday devices.

Warehouse Automation
Warehouse and fulfillment-floor footage covering picking, packing, sorting, stacking, and material handling at industrial scale.

Gaming Commentary
Gameplay video paired with live or recorded commentary, including streamer narration, let's-play voice-over, and esports analysis.

Isolated SFX
Single-source sound effect recordings captured cleanly, without music, dialogue, or background ambience.

Task Demonstration
Step-by-step demonstrations of physical tasks captured from exo- and egocentric perspectives.

E-Sports Competition
Tournament-grade competitive gameplay with frame-synchronized inputs and match metadata.

Sports Commentary
Live and recorded sports commentary audio, isolated from broadcast for clean speech and reaction signal.

Hands-Only Manipulation
Close-up video of human hands manipulating objects, framed to show fingers, grip, and contact in detail.

Multilingual Conversations
Recorded multi-speaker conversations spanning a wide range of languages, dialects, and conversational settings.

HDR
Live action HDR footage spanning finished deliverables and log/RAW source suitable for grading.

Studio Interviews
Professionally produced interview audio recorded in studios with controlled acoustics and clean speech capture.

Broadcast Sports
Multi-camera live and recorded sports broadcasts with commentary, graphics, and replays preserved intact.

Multi-Speaker Podcasts
Long-form podcast episodes featuring two or more speakers in conversation, panel, or interview formats.

Human Navigation
Human locomotion through real-world environments, navigating indoor interiors, obstacles, and varied outdoor terrain.

Human Motion
Footage of people performing complex physical motion across athletic, performance, and everyday contexts.

Broadcast News
Broadcast news footage spanning finished on-air segments and raw field material from local to international outlets.

Animation Stills
2D animated still imagery spanning characters, environments, and objects across a wide range of drawn and painted styles.

Cinematic Stills
Cinematic still imagery composed and lit with artistic intent, spanning people, places, and objects in real-world settings.

Wildlife and Natural World
Nature and wildlife footage spanning animals, landscapes, and natural phenomena across ecosystems and capture styles.