CLARU
hassanjbaracc0-1.0

BASEPROD: The Bardenas SemiDesert Planetary Rover Dataset

A planetary rover dataset collected in the Bardenas semi-desert in Spain using the MaRTA rover, containing approximately 36,000 RGB, depth, and thermal images from Mars-analog terrain traversing ~1.7km.

Downloads515

Technical Profile

Modalities
rgbdepththermalimu
Robot Embodiments
MaRTA rover
Environment
outdoor
Task Types
terrain_classificationsemantic_segmentation
License
cc0-1.0
Part of the BASEPROD: The Bardenas SemiDesert Planetary Rover Dataset family

Community Signals

Top 50% by downloads

Access

View on HuggingFace

Need custom rgb data?

Claru builds purpose-built datasets for outdoor applications with dense human annotations and quality assurance.

Request a Sample Pack

Related Datasets

LingBot-Depth Dataset

Self-curated RGB-D dataset for training masked depth modeling approaches, containing real-world indoor scenes, VLA robot manipulation tasks, and simulated data across multiple camera types and robot platforms.

rgbdepth
167K downloadsApr 2026CC BY-NC-SA 4.0

OmniAction

A large-scale multimodal dataset for proactive robot manipulation comprising 141,162 episodes across 112 skills and 748 objects, enriched with audio, visual, and contextual instruction data for cross-modal intention recognition.

rgbaudiolanguage
145K downloadsMar 2026cc-by-nc-4.0

Xperience-10M

A large-scale egocentric multimodal dataset of human experience containing 10 million interactions and 10,000 hours of synchronized first-person recordings with six video streams, audio, stereo depth, camera pose, hand mocap, full-body mocap, IMU, and hierarchical language annotations for embodied AI, robotics, and world modeling research.

rgbaudiodepthproprioception+3
127K downloadsApr 2026other

Egocentric-100K

The largest dataset of manual labor with 100,405 hours of egocentric video from head-mounted fisheye cameras, featuring state-of-the-art hand visibility and active manipulation density.

rgbvideo
74K downloadsFeb 2026apache-2.0

OmniAction

A large-scale multimodal dataset for proactive robot manipulation comprising 141,162 episodes with cross-modal contextual instructions derived from spoken dialogue, environmental sounds, and visual cues rather than explicit commands.

rgbaudiolanguage
71K downloadsMar 2026cc-by-nc-4.0

Open-H-Embodiment

A community-driven, multi-embodiment dataset of paired kinematics and video for training and evaluating AI autonomy models in surgical robotics and ultrasound applications, including tabletop exercises, clinical procedures, and healthcare robotics simulations.

rgbproprioception
63K downloadsMay 2026cc-by-4.0