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agricultural-modelling

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Predicting rice field yields through the integration of Microsoft Planetary satellite images, meteorological data, and field information in the 2023 EY Open Science Data Challenge - Crop Forecasting.

  • Updated Apr 16, 2024
  • Jupyter Notebook

Developed an android mobile app (GreenFinder), trained, and evaluated two deep learning image classification models for the use-case. The mobile app classifies scanned fruits, vegetables and flowers, as well as provides knowledgeable information on each classified item.

  • Updated Nov 13, 2020
  • Jupyter Notebook

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