Predict Maize Yield with AI
Empowering Rwandan farmers with data-driven insights for sustainable maize production
How It Works
Our AI model predicts maize yield for Rwandan farmers using year, pesticide use, and temperature data.
Input Your Data
Enter the year, pesticide usage, and average temperature for your maize farm in Rwanda.
AI Analysis
Our PyTorch model analyzes your inputs against historical Rwanda maize data.
Get Predictions
Receive maize yield predictions in tons/ha and a category (Low, Medium, High).
Visualization Dashboard
Visualize maize yield trends and model performance to optimize farming decisions in Rwanda.
Crop Yield Analysis
Compare actual and predicted yields for your crops
Confusion Matrix
Shows the accuracy of predictions across different yield categories
Feature Importance
Highlights which factors most influence maize yield predictions
Correlation Heat Map
Visualizes relationships between different agricultural variables
Click on any visualization to view it in full size.