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Image Classification Model
Python-based deep learning model for classifying plant diseases from leaf images.
Python
TensorFlow
OpenCV
AI/ML
About the Project
A research project focusing on agricultural technology. This deep learning model achieves high accuracy in identifying common plant diseases from simple smartphone photos. It uses a convolutional neural network (CNN) trained on a publicly available dataset.
Key Features
- Convolutional Neural Network (CNN)
- Data Augmentation Pipeline
- High Accuracy > 95%
- Model Optimization for Edge Devices
- Python & TensorFlow Implementation