Case · Product · 2024 · UNIKOM CODELABS

Agrimate

Farming shouldn't require guesswork. Point your phone at a plant, get an instant diagnosis — and a path to funding and buyers.

Role
ML/AI Engineer
Stack
CNN · TensorFlow · IoT · Android · LLM
Timeline
2024
Team
UNIKOM CODELABS team
Agrimate mobile app interface
Plate · Agrimate crop-diagnosis interface

We built Agrimate because farming shouldn't require guesswork.

The problem

Smallholder farmers lose crops to diseases they can't identify in time, and they rarely have a specialist on call. The information gap costs real yield.

What we built

Point your phone at a plant and get an instant disease diagnosis from an on-device CNN. Agrimate also helps with smart watering schedules, price predictions, funding applications, and connecting farmers with buyers.

Results

The disease classifier reached 95% accuracy in the field, and the project was recognised internationally — a nice signal that the tech was actually helping real people.

95%
Crop-disease detection accuracy
Top 20
Microsoft Imagine Cup 2024, international

Recognition

  • Top 20 International Microsoft Imagine Cup 2024
  • Merit Awards APICTA Hong Kong
  • PKM Funding 2024