https://github.com/ahmedsana/plant-disease-detection
This code implements a Convolutional Neural Network (CNN) to classify plant diseases using the PlantVillage dataset. It includes the full pipeline for data preparation, model training, evaluation, visualization, and prediction.
https://github.com/ahmedsana/plant-disease-detection
aritificial-intelligence artificial-intelligence computer-vision deep-learning disease-detection grad-cam machine-learning matplotlib neural-network opencv plants plants-identification python pytorch
Last synced: 3 months ago
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This code implements a Convolutional Neural Network (CNN) to classify plant diseases using the PlantVillage dataset. It includes the full pipeline for data preparation, model training, evaluation, visualization, and prediction.
- Host: GitHub
- URL: https://github.com/ahmedsana/plant-disease-detection
- Owner: AHMEDSANA
- License: mit
- Created: 2024-11-15T13:19:28.000Z (11 months ago)
- Default Branch: main
- Last Pushed: 2024-11-15T15:16:53.000Z (11 months ago)
- Last Synced: 2024-11-15T16:25:57.709Z (11 months ago)
- Topics: aritificial-intelligence, artificial-intelligence, computer-vision, deep-learning, disease-detection, grad-cam, machine-learning, matplotlib, neural-network, opencv, plants, plants-identification, python, pytorch
- Language: Jupyter Notebook
- Homepage:
- Size: 1.41 MB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0