--- 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/*