---
# System prepended metadata

title: pomelo-single
tags: [紀錄]

---

# pomelo-single
###### tags: `紀錄`

    categories 6
    tain       2603
    test       530

## fig explanation
    b    Training accurarcy
    g    Validation accurarcy
    r    Training loss
    y    Validation loss
    
## Effectient B0 <mark>看起來over fitting</mark>
    batch size  32
    epoch       90
    Loss        3.396
    Acc         0.564
:::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 <mark>ing</mark>

    Loss       0.285
    Accc       0.930
## DenseNet 121 
![](https://i.imgur.com/qhOOefU.png)

    Loss       0.645
    Accc       0.781