All work
ML/AI · Oct 2021 – Present

NeoFarm

Arduino sensor network and TensorFlow models for real-time crop monitoring.

Role
Author
  • Arduino
  • Python
  • TensorFlow

No account of what was built, because nothing attests one. What is verified is the description, the stack and any link above. Everything below this line is framing — what a thing like this is for, and what this one is made of. None of it is a finding, and none of it is attested.

Problem

What was broken.

Crop monitoring is otherwise a matter of inspection: look at the crop, decide. Sensor readings are cheap to take and useless where they are taken — the work is moving them off the field continuously and turning a stream of numbers into something that can be read at a glance.

Architecture

How it is wired.

An Arduino sensor network reporting from the field, with TensorFlow models over the readings in Python for real-time monitoring.