Crop-doctor

This repo contains an image-based deep learning classifier to identify crop disease.

sample results

Implementation Details

All images were rendered on a machine with:

• CPU: Intel(R) Xeon(R) CPU E5-2686 v4 @ 2.30GHz
• GPU: Telsa K80
• OS: Linux Ubuntu 16.04.1 LTS 64-bit
• CUDA: 8.0
• python: 2.7
• keras: 1.2.2

Acknowledgements

1. Dataset is from PlantVillage Images
2. The data has been described in paper An open access repository of images on plant health to enable the development of mobile disease diagnostics, David. P. Hughes, Marcel Salathe