Page 96 - AI for Good-Innovate for Impact Final Report 2024

AI for Good-Innovate for Impact

Use case – 20: A repository of digital tools to empower the modern

farmer

Country: Nigeria
Organization: FarmX

Contact person: Olufemi Victor Tolulope, femiosinkolu@ gmail .com

20�1� Use case summary table

Domain Agriculture and Farming
Problem to be Crop disease,Climate change, etc
addressed
A repository of digital tools for farmers, which includes: Crop disease
Key aspects of the
solution detection, recommendation system, market place, local languages
translation and community for farmers
Crop Disease detection, pest detection
Recommendation (crop)
IoT for farmers (local sensors)
Technology
keywords Local language support (google translate based, not custom transla-
tion)
Wiki for information.
Backend (TF), frontend technologies

Opensource data is used.
Data availability
Curated datasets (open)
Images (plant) - input from farmers via images captured.
Metadata (type of
data) Sensed data (atmos pressure , humidity, moisture, wind sensors, wifi
enabled, ESP based board).
Classification
Recommendation
Model Training and NLP
fine tuning
GenAI (Gemini AI)
RAG based approach – using internet search.

Testbeds or pilot https:// github .com/ Cognexus -Labs/ FarmX
deployments

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