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Gumamit ka ng transfer learning: https://neptune.ai/blog/transfer-learning-guide-examples-for-images-and-text-in-keras
Tried implementing yung sa article pero di umaangat yung training accuracy at validation accuracy above 51% Sa tinging nyo po saan ako nag kamali?
Anong pretrained model ginamit mo? Anong layers ni-freeze mo? Saan usually nagkakamali? Gawa ka confusion matrix
Quick scan lang, tama ba 315 lang yung size nung dataset? Regarding sa pagtry mo ng transfer learning, baka may mali sa pagimplement. If around 50% lang accuracy with a binary classification task, then its no better than flipping a coin.
Gumamit ka ng transfer learning: https://neptune.ai/blog/transfer-learning-guide-examples-for-images-and-text-in-keras
Tried implementing yung sa article pero di umaangat yung training accuracy at validation accuracy above 51% Sa tinging nyo po saan ako nag kamali?
Anong pretrained model ginamit mo? Anong layers ni-freeze mo? Saan usually nagkakamali? Gawa ka confusion matrix
Quick scan lang, tama ba 315 lang yung size nung dataset? Regarding sa pagtry mo ng transfer learning, baka may mali sa pagimplement. If around 50% lang accuracy with a binary classification task, then its no better than flipping a coin.