Curated, cleaned, and documented sensor datasets covering human biology, environment, mobility, industry, energy and more. Download sample files or request commercial licensing and custom datasets.
Each card below represents a packaged dataset or dataset family. Click for details, sample files and commercial options.
ECG, EEG, GSR, PPG, sleep & activity streams. Anonymized, consented, labeled for emotion and state detection.
Temperature, humidity, PM2.5/PM10, CO₂, noise and light sensors. City grid, rural and industrial site packages.
Accelerometer, gyroscope, IMU and LiDAR streams for robotics, AV and predictive maintenance.
Smart meter, water flow, fuel usage and grid telemetry sets for energy optimization and modeling.
Pressure, temperature, RPM, throughput and production-line telemetry, prepared for predictive maintenance models.
Soil moisture, nutrient sensors, microclimate and crop health telemetry for precision agriculture.
Noise, traffic, air quality, crowd density and mobility datasets for city planning and public sector AI.
Vibration networks, directional audio, radar and chemical sensor archives for advanced situational awareness research.
Radiation, magnetometer, solar wind, upper-atmosphere and telescope sensor feeds for scientific modeling.
We plan, deploy and deliver tailored datasets collected from your chosen sensors and environments. Includes labeling, QA and delivery in your requested schema.
Perfect for enterprise pilots and funded research.
We standardize heterogeneous sensor streams, map device IDs, and provide ingestion-ready bundles for training and production systems.
Includes data dictionaries and ETL scripts.
Subscribe to live feeds derived from our sensing networks. Ideal for models that require current context and streaming inputs.
Flexible rate limits and enterprise SLAs available.
We provide cleaned, aligned datasets and supporting evaluation suites for training and fine-tuning large models that integrate sensor inputs.
Academic licensing, research bundles and partnership programs with clear provenance and compliance documentation.
We converted the Top 100 AI blind spots into discrete dataset packages. Each package contains curated sensor streams, metadata, labeling guidance and suggested evaluation tasks so researchers and developers can close critical gaps.
You can explore a sample subset below. The full list is available on request or via our enterprise catalog.
ECG, facial EMG proxies, audio prosody and GSR with emotion labels.
Dense PM2.5, PM10 and NO₂ sensors across micro-neighborhoods.
High-frequency accelerometer captures labeled by failure type.
Synchronized LiDAR point clouds with ground truth trajectories.
High-resolution frequency and phase data for grid stability studies.
Multi-depth moisture sensors with irrigation and yield annotations.
Multi-microphone arrays with labeled gunshot, glass break and siren events.
Satellite radiation sensors with solar event labeling.
Anonymized presence, flow and CO₂ proxies for public space analytics.
Infrared time-series aligned with annotation masks for thermal perception tasks.
Weight/pressure sensors, door-open events and environmental proxies for store analytics.
Full catalog access requires registration and approval — request access to get complete metadata, sample downloads and licensing options.
Tell us your intended use case and we'll propose licensing, subscription or custom collection options.