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leaf-disease

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🧠 Deep learning model (Custom CNN) trained on 30K+ balanced leaf images to classify Healthy vs Diseased plants. TensorFlow · Keras · OpenCV · Streamlit · Google Colab T4 GPU.

  • Updated May 11, 2026
  • Jupyter Notebook

🌿 Projet de Computer Vision basé sur un dataset de feuilles malades : analyse exploratoire, data augmentation, transformations d’images et classification CNN. Pipeline complet en Python, tests, visualisations, reproductibilité et modèle >90% accuracy.

  • Updated Apr 27, 2026

This repository hosts an end-to-end deep learning pipeline for advanced agricultural diagnostics. Utilizing a custom multi-output Convolutional Neural Network built on an EfficientNetB0 backbone, this model simultaneously identifies 21 plant species and diagnoses 65 distinct plant diseases from a single leaf image. Trained on a robust, merged data

  • Updated Apr 11, 2026
  • Jupyter Notebook

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