Use when working with the Aria Gen2 Pilot Dataset – a multi-participant egocentric dataset with raw VRS sensor data, MPS outputs, and additional algorithm results (ASR, heart rate, hand-object interaction.
Use when working with the Aria Gen2 Pilot Dataset - a multi-participant egocentric dataset with raw VRS sensor data, MPS outputs, and additional algorithm results (ASR, heart rate, hand-object interaction.This is the skill's description: the text your AI reads to decide when the skill applies.
aria-pilot-dataset/SKILL.md
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name: pilot-dataset
description: Use when working with the Aria Gen2 Pilot Dataset — a multi-participant egocentric dataset with raw VRS sensor data, MPS outputs, and additional algorithm results (ASR, heart rate, hand-object interaction, depth estimation, 3D detection). Covers the projectaria-gen2-pilot-dataset package, data loaders, visualizers, and tutorials. Use whenever the user mentions pilot dataset, Gen2 pilot dataset, loading pilot data, pilot data loader, pilot dataset visualizer, projectaria_gen2_pilot_dataset, or any task involving the Aria Gen2 Pilot Dataset recordings or algorithm outputs.
---
# Aria Gen2 Pilot Dataset
A multi-participant egocentric dataset collected with Aria Gen2 glasses. Includes raw sensor data, on-device perception, cloud MPS outputs, and additional offline algorithm results.
## Sources of Truth
- **Source code** (API, data types, folder structure, CSV formats): https://github.com/facebookresearch/projectaria_gen2_pilot_dataset — if the user has cloned the repo, read the code directly. If not, fetch from GitHub or ask the user to clone it.
- **Dataset overview** (high-level description): https://facebookresearch.github.io/projectaria_tools/gen2/research-tools/dataset/pilot/content
- **Download guide**: https://facebookresearch.github.io/projectaria_tools/gen2/research-tools/dataset/pilot/download
- **Dataset explorer** (preview before download): https://explorer.projectaria.com/gen2pilot
- **Paper**: https://arxiv.org/abs/2510.16134
The source code is the authoritative source for dataset format and API. Key files in `data_provider/`:
- `aria_gen2_pilot_data_provider.py` — main `AriaGen2PilotDataProvider` class
- `aria_gen2_pilot_data_paths.py` — dataset directory structure and file locations
- `aria_gen2_pilot_dataset_data_types.py` — all data types (HeartRateData, DiarizationData, BoundingBox2D/3D, HandObjectInteractionData, etc.)
- Per-algorithm providers: `heart_rate_data_provider.py`, `diarization_data_provider.py`, `hand_object_interaction_data_provider.py`, `stereo_depth_data_provider.py`, `egocentric_voxel_lifting_data_provider.py`
## Installation