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Upload chick_disease_prediction.ipynb

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Fine-tuned on 20 top layers of EfficientNetB0 on custom hyperparameters.
Resulted in this Scores:
```
Test Loss: 0.1999
Test Accuracy: 0.9409
```
```
Classification Report:
precision recall f1-score support

Coccidiosis 0.99 0.95 0.97 266
Healthy 0.82 0.89 0.85 118
New Castle Disease 0.90 0.95 0.92 58
Salmonella 0.96 0.96 0.96 269

accuracy 0.94 711
macro avg 0.92 0.94 0.93 711
weighted avg 0.94 0.94 0.94 711
```
![image.png](https://cdn-uploads.huggingface.co/production/uploads/67c1edb7b95aea743a01b253/pDJ2Qfs3ezSuFs6h-lXa8.png)

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