CropCare CDD
Compact notebook and model that spots early crop disease signs from leaf photos so farmers can get help before damage spreads.
PythonTensorFlowOpenCV
CropCare CDD is a small project but close to my heart. I grew up around farms and wanted a way to flag problems early without fancy hardware.
What the repo holds
- Notebook experiments that explain how I cleaned the dataset and handled class imbalance.
- A TensorFlow classifier with just enough layers to run on mid-range laptops.
- A demo script people can run locally to upload a leaf picture and get a quick health hint.
Future ideas
I am collecting more region specific samples and I want to add a phone capture checklist so the model sees consistent lighting.