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Fig 1.

MobileRMSNet for cow disease.

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Fig 2.

Functionality of the proposed model.

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Table 1.

Sample data from training dataset.

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Table 2.

Sample data from test dataset.

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Fig 3.

Implementation of model-fitting.

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Table 3.

Values at output layer using softmax.

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Table 4.

True prediction of classes.

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Table 5.

Visual representation of predicted and actual healthy and lumpy cows.

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Table 6.

Mistakenly predicted class.

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Fig 4.

Visual confusion map.

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Table 7.

Confusion matrix of the proposed model.

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Fig 5.

Model performance analysis: Training loss.

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Fig 6.

Model performance analysis: Accuracy and loss trends.

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Table 8.

Comparison with similar studies.

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