---
# System prepended metadata

title: pomelo_single-aug2
tags: [紀錄]

---

# 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
    