---
# System prepended metadata

title: PlantVillage
tags: [紀錄]

---

# PlantVillage
###### tags: `紀錄`

## Dataset
    categories 38
    train      44343
    test       2755
    valid      8300
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## Fig
    blue       Training accurarcy
    green      Validation accurarcy
    red        Training loss
    yellow     Validation loss

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## Eff B0
    resoiution 224


## Eff B1
    resoiution 240

## Eff B2
    resoiution 260

## Eff B3
    resoiution 300

## Eff B4
    resoiution 380

## Eff B5
    resoiution 456
    
## Eff B6
    resoiution 528
    
## Eff B7
    resoiution 600
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## Densenet 121

![](https://i.imgur.com/3Zrd0xV.png)
    
    resoiution 224
    batch size 16
    epoch      90


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:::danger
Allocation of 26699452416 exceeds 10% of free system memory. -> 爆內存
batch size : 32->16
:::