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052024Deep learning · Web app
PlantDoc
Flask web app that diagnoses plant diseases from leaf photos using a custom CNN trained on the PlantVillage dataset — 38 classes, ~54k images, 95% test accuracy. Drag-and-drop UI with top-5 confidence output.
Detail
Flask web app that diagnoses plant diseases from leaf photos using a custom CNN — 3× Conv2D → MaxPool → Dense trained on PlantVillage (38 classes, ~54k images).
95% test accuracy. Drag-and-drop UI returns the top prediction plus 4 candidates with confidence scores.
Stack
- Python
- TensorFlow
- Keras
- Flask
- OpenCV
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