Hello,
I followed this tutorial: https://keras.io/examples/vision/image_c...m_scratch/
and I have built a CNN. After many tires I managed to make validation accuracy: 0.6907. But it does not increase and it does change:
I followed this tutorial: https://keras.io/examples/vision/image_c...m_scratch/
and I have built a CNN. After many tires I managed to make validation accuracy: 0.6907. But it does not increase and it does change:
Epoch 1/10 37/37 [==============================] - 511s 14s/step - loss: 0.7337 - accuracy: 0.4516 - val_loss: 0.6922 - val_accuracy: 0.6907 Epoch 2/10 37/37 [==============================] - 532s 14s/step - loss: 0.6004 - accuracy: 0.7044 - val_loss: 0.6877 - val_accuracy: 0.6907 Epoch 3/10 37/37 [==============================] - 541s 15s/step - loss: 0.4859 - accuracy: 0.8132 - val_loss: 0.6810 - val_accuracy: 0.6907 Epoch 4/10 37/37 [==============================] - 552s 15s/step - loss: 0.4076 - accuracy: 0.8483 - val_loss: 0.6729 - val_accuracy: 0.6907 Epoch 5/10 37/37 [==============================] - 513s 14s/step - loss: 0.3684 - accuracy: 0.8518 - val_loss: 0.6650 - val_accuracy: 0.6907 Epoch 6/10 37/37 [==============================] - 504s 14s/step - loss: 0.3375 - accuracy: 0.8638 - val_loss: 0.6574 - val_accuracy: 0.6907 Epoch 7/10 37/37 [==============================] - 463s 13s/step - loss: 0.3176 - accuracy: 0.8783 - val_loss: 0.6525 - val_accuracy: 0.6907 Epoch 8/10 37/37 [==============================] - 524s 14s/step - loss: 0.2883 - accuracy: 0.8937 - val_loss: 0.6490 - val_accuracy: 0.6907 Epoch 9/10 37/37 [==============================] - 524s 14s/step - loss: 0.2658 - accuracy: 0.9015 - val_loss: 0.6461 - val_accuracy: 0.6907 Epoch 10/10 37/37 [==============================] - 524s 14s/step - loss: 0.2576 - accuracy: 0.9049 - val_loss: 0.6429 - val_accuracy: 0.6907How can I fix that? I have read tutorials and implemented changes but without any improvement...