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Open datasets
We regularly publish our findings and maintain open-source datasets. This open approach allows us to bring new progress in computer vision directly into the solutions we build with our clients.

FieldSAFE
Dataset for obstacle detection in agriculture
2 hours of multi-modal sensor data ( stereo, thermal, web and 360 cameras, lidar, radar, IMU and GNSS ) with ground truth labels and geographic coordinates.

GrassClover
Image and biomass dataset of grass-clover mixtures
Dense mixed canopies with heavy occlusion, synthetic training images with hierarchical and instance labels.

OPPD
Open Plant Phenotyping Database
7,590 RGB images with 315,038 plant objects, representing 64,292 individual plants from 47 species, grown under three growth conditions.

Plant Seedlings DATASET
12 plant species at several growth stages
Approximately 960 unique plants, annotated RGB images at roughly 10 pixels per mm.

Sugarbeet disease
Weekly high-resolution imaging of four stripe field experiments
22,470 geotagged RGB images collected from mid July to early September 2022, with a pixelwise annotated subset.