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# System prepended metadata

title: 2021/12/29 ds_study 會議

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# 2021/12/29 ds_study 會議
## face recognition practice
### jupyter lab
#### ETL <-- HAWK

### server by Jude
graphic_card: RTX 2070
ram:16G

### python
#### init (python version <3.2)
要有這個才能變成 package 可 import

### 下週
HAWK <-- face alignment, 讀檔案
Jude <-- 裝 package(e.g. tensorflow, dlib for landmark)
Barry <-- 先下載 圖片 來跑跑看
Henry, Sam <-- 看有哪個小 repo 可以試試看, 有沒有 實作的 code

預計使用 model: [Siamese Networks](https://www.cs.cmu.edu/~rsalakhu/papers/oneshot1.pdf)

主持： Barry (控制流程 + 記錄 + 上一次完成度 + 下一次內容)

# 2021/01/05 DS study 會議
## WHAT HAVE WE DONE
-  Henry
[FaceNet](https://github.com/R4j4n/Face-recognition-Using-Facenet-On-Tensorflow-2.X) 
-  Jude 
Install Tensorflow
-  Hawk & Barry
Download imgs and check the facial lankmarks can work on imgs in database.

## TODO
- Barry
    - facial landmarks 加一個參數可以選要第幾大的臉，設default回傳最大的bounding box。
    - 先排序bounding box，再傳進facial landmarks
    - 跟Hawk拜師
- Hawk
    - seperate schema into raw img and preprocessed img
    - add new param 'download_type' into download function

- Jude
研究FaceNet怎麼實作，跑跑看簡單的模型if available
- Henry
多看幾個Net，訂env

- Re-schedual meeting time
## Next Host : JUDE

# 2021/01/13 DS study 會議

## Progress

- Barry
    - 完成多 bbox 的回傳機制

- Hawk 
    - 米蟲

- Jude
    - https://github.com/davidsandberg/facenet
    - 採用 MTCNN 做 face alignment

- Henry
    - 待補

## TODO

- Hawk & Barry
    - seperate schema into raw img and preprocessed img
    - add new param ‘download_type’ into download function

- Henry
    - run through some repositories of Facenet

- Jude
    - check the infrastructure and implement it

下週主持人：Hawk
# 2021/01/21 DS study 會議

## Progress

- Barry
    - add load file and landmarks function

- Hawk 
    - seperate schema into raw img and preprocessed img
    - add new param ‘download_type’ into download function

- Jude
    - check how face net implement
- Henry
    - 無

## TODO

- Hawk & Barry
    - Barry merge branch to main
    - get image landmark
    - rotate image
    - Can bounding box get rotate image 
    - rebuild bounding box
    - check and resize bounding box
    - cut bounding box and download images
    
    

- Henry
    - 代補

- Jude
    - check the face net and implement it