Vol. 1 No. 2 (2025): Machine Learning for Agriculture
Published:
2026-07-12
Research Articles
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Transfer Learning for Maize Yield Prediction from Satellite Imagery
We fine-tune a vision transformer on Sentinel-2 imagery to predict maize yield across Java, achieving an R2 of 0.87 and outperforming classical regression baselines by 21%.
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Edge Deployment of Crop Models on Low-Cost Microcontrollers
A quantized model runs inference in 40ms on an ESP32, enabling in-field crop advisories without cloud connectivity across rural Indonesian farms.
