Industry

Edge AI in Agriculture

Crop and livestock monitoring, precision spraying and autonomous machinery in low-connectivity environments.

Common workloads

  • Crop analysis
  • Precision application
  • Autonomous machinery

Companies active in Agriculture

Google

Chip manufacturer

Publishes the Coral Edge TPU accelerators for low-power on-device inference and maintains LiteRT, the on-device runtime that succeeded TensorFlow Lite, together with the open-weight Gemma model family.

Mountain View, California, United States

Ultralytics

Software provider

Maintains the YOLO family of open-source vision models covering detection, segmentation, classification, pose estimation and oriented bounding boxes, dual-licensed under AGPL-3.0 and a commercial licence.

Frederick, Maryland, United States

Edge Impulse

Software provider

Edge MLOps platform, now part of Qualcomm, for collecting data, training and deploying models to microcontrollers, NPUs, CPUs and GPUs across a broad partner hardware ecosystem.

San Jose, California, United States