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How to reduce overfitting? || Tips to Reduce Overfitting in Deep learning Models.
In this video we will discuss on what is overfitting and Underfitting. I have shared 5 tips on reducing overfitting.
Following are the tips to reduce overfitting:
Data Augmentation
Details of Data Augmentation watch this link:
https://www.youtube.com/watch?v=pyczpaJOuLU
Reduce model complexity
Early stopping
L1 and L2 Regularization
Dense(128,activation='relu',kernel_regularizer=regularizers.l2(0.01))
Use dropout
Dropout(0.2)(x)
Видео How to reduce overfitting? || Tips to Reduce Overfitting in Deep learning Models. канала InvesTime
Following are the tips to reduce overfitting:
Data Augmentation
Details of Data Augmentation watch this link:
https://www.youtube.com/watch?v=pyczpaJOuLU
Reduce model complexity
Early stopping
L1 and L2 Regularization
Dense(128,activation='relu',kernel_regularizer=regularizers.l2(0.01))
Use dropout
Dropout(0.2)(x)
Видео How to reduce overfitting? || Tips to Reduce Overfitting in Deep learning Models. канала InvesTime
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17 мая 2022 г. 10:59:23
00:10:36
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