# pomelo_single-aug2 ###### tags: `紀錄` ## dataset categories 6 tain 27144 test 530 ## fig explanation b Training accurarcy g Validation accurarcy r Training loss y Validation loss ## Eff B0 `爆了` ![](https://i.imgur.com/aWPmOhl.png) batch size 16 epochs 90 Loss 6.133 Accc 0.653 :::warning validation_split=0.2 -> 會over fitting 所以改為 x_train, x_valid, y_train, y_valid = train_test_split(x_train , y_train , test_size=0.2, shuffle= True) ::: --- ## EfficientNet B0 ![](https://i.imgur.com/xMb7zTT.png) Loss 0.210 Accc 0.943 ## DenseNet 121 ![](https://i.imgur.com/AkjAy3V.png) Loss 0.405 Accc 0.921