PlantoScope is a mobile application that leverages deep learning to detect plant diseases from leaf images. Built to support farmers, agriculturists, and researchers, the app enables users to capture or upload images of plant leaves, which are then analyzed using a pre-trained Convolutional Neural Network (CNN) model.
- Real-time plant disease detection via camera or gallery
- CNN-based deep learning model for high-accuracy predictions
- Instant suggestions for disease causes and possible treatments
- Simple and intuitive mobile interface
- Cross-platform support with React Native
- Frontend: React Native
- Backend: Flask / FastAPI (for model API)
- Machine Learning: TensorFlow / Keras (CNN model)
- Deployment: Firebase / Heroku / Render
PlantoScope is ideal for:
- Farmers needing quick diagnosis in the field
- Researchers studying plant health
- Agricultural extension workers assisting remote communities
Feel free to fork, star ⭐, and contribute 🤝 to improve PlantoScope!
#MachineLearning #DeepLearning #PlantDiseaseDetection #ReactNative #Agritech