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metadata
license: cc-by-nc-4.0
task_categories:
  - video-classification
  - robotics
tags:
  - egocentric
  - sim-to-real
  - agriculture
  - physical-ai
  - computer-vision

Banas AI: areca_plant_pot

Asset Title: Multimodal Real-World Egocentric Video & Manipulation Dataset for Embodied AI

Banas AI is a specialized data provider supplying real-world, first-person (egocentric) physical datasets for artificial intelligence development. We focus on capturing human manipulation, spatial navigation, and complex physical tasks from a first-person perspective.

Target Use Cases

  1. Humanoid Robot Training & Sim-to-Real Transfer
  2. Large Multimodal Model (LMM) & Video Foundation Model Training
  3. Spatial Computing, AR/VR Gesture & Environmental Understanding
  4. Autonomous Navigation and Obstacle Avoidance

Modalities & Technical Specs

  • Video Format: High-Definition MP4/MKV
  • Sensor Streams: 6-DoF IMU telemetry, LiDAR depth maps, eye-tracking vectors.
  • Annotation Types: Unlabeled raw video, timestamped action labels.
  • Hardware Sources: Meta Ray-Ban, GoPro, Custom head-mounted rigs.

Legal & Compliance

All data is ethically collected with explicit, signed biometric consent. Incidental PII is automatically blurred. Small sample datasets are distributed under CC BY-NC for evaluation purposes.

*For enterprise licensing, contact contact@banas-ai.com or visit *https://www.banas-ai.com/