LUXEED

LUXEED is developing an affordable, modular laserweeding system that integrates directly into existing farming workflows to eliminate weeds without herbicides or soil disturbance. While the physical mobility is tractor-led, the operational autonomy resides in our in-house AI, which identifies and targets weeds in real-time with millimetric precision.

The frontier of this project lies in moving beyond static on-board models to a dynamic, 6G-enabled AI evolution pipeline. To bridge the performance gap from 85% to 99% accuracy across diverse environmental conditions, we are establishing a sovereign European “Edge Cloud” retraining loop.

 
By linking a 6G testbed directly to our on-board NVIDIA Jetson GPU, we bypass the “connectivity desert” of modern farmlands. This allows for the high-volume upload of field images (onions, carrots, and spinach) for cloud-based retraining, followed by automated Over-the-Air (OTA) updates, without dependence on non-EU infrastructure.

This infrastructure ensures that the system’s intelligence evolves autonomously: as the fleet encounters new weed variants or lighting conditions, the models are updated globally without manual technician oversight or physical data retrieval. By leveraging EU-based 6G collaboration rather than non-European satellite providers, LUXEED ensures data sovereignty and a connectivity solution tailored specifically to the needs of EU farmers. The result is a validated, connected pipeline that proves the value of high-speed infrastructure in transforming a standard farm implement into an autonomous, self-evolving precision tool.