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# System prepended metadata

title: 2022/08/23 Meeting

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# 2022/08/23 Meeting

## 測量Alphapose Flops
利用 fvcore 計算 FLOP,param



| model         | FLOPs | param |
| ------------- | ----- | ----- |
| fastpose(our)      | 23.78G  | 40.57M  |
| fastpose 4096 | 60.27G      | 134M      |
| fastpose 3x3  | 31.03G      |  78.33M     |
| fastpose 5x5  |  26.87G     |   112M    |

## fastpose: 
![](https://i.imgur.com/sdriozS.png)
## fastpose4096
![](https://i.imgur.com/Ck0xEwS.png)

## fastpose 3x3 Conv Layer
![](https://i.imgur.com/qSvfYjR.png)

##  fastpose 5x5 Conv Layer
![](https://i.imgur.com/wsu8nju.png)



# 改良空間
別人做的alphapose參數 (輸入大小為320x256):

![](https://i.imgur.com/grOdntH.png)

*FLOPs/2 is the number of FLOPs divided by two to be similar to the number of MACs.
https://github.com/osmr/imgclsmob/blob/master/tensorflow2/README.md

有人在alphapose上做過類似的teacher student model
![](https://i.imgur.com/gd8gU9O.png)

![](https://i.imgur.com/N5qt8uP.png)

![](https://i.imgur.com/fTvb5Si.png =500x)



https://arxiv.org/pdf/2008.10060.pdf

https://github.com/HaoyiZhu/Multi-person-Full-Body-Pose-Estimation

