Adding Paddy Disease Prediction Model using Dl

[IkkiOcean]

Related Issues or bug

• Closes : Feature request : Paddy Crop Disease prediction using DL models #262

Description:

This PR introduces a Convolutional Neural Network (CNN) model designed for predicting paddy diseases. The model has been trained and evaluated on a dataset of paddy images and achieves an accuracy of 80%. Below are the key details of the implementation:

Model Summary:

• Architecture: Convolutional Neural Network (CNN)
• Accuracy: 80%
• Loss Function: Categorical Crossentropy
• Optimizer: Adam
• Dataset: Labeled images of paddy leaves

[github-actions]

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[github-actions]

🎉🎉 Thank you for your contribution! Your PR #303 has been merged! 🎉🎉