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2021-1-capstone-design1
/
PKM_Project1
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Authored by
김민석
2021-06-18 18:22:02 +0900
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@@ -26,11 +26,11 @@
데이터를 STFT 변환을 하여 저장한다.
### 2. Normal Data 학습
<img
src=
"https://user-images.githubusercontent.com/57976156/122536990-14d6ee80-d060-11eb-946e-7e18341436c4.png"
width=
"500"
height=
"
2
00"
>
<img
src=
"https://user-images.githubusercontent.com/57976156/122536990-14d6ee80-d060-11eb-946e-7e18341436c4.png"
width=
"500"
height=
"
4
00"
>
AE 기반의 Generator와 Discriminator를 통해 모델을 학습시킨다. 결과적으로 데이터 입력 시 정상데이터에 근접한 이미지를 출력해 준다.
### 3. 비정상 데이터 입력 시
![
캡처
](
https://user-images.githubusercontent.com/57976156/122537481-8f077300-d060-11eb-8dfc-b4dda6c28f7c.PNG
)
{: width="50" height="50"}
<img
src=
"https://user-images.githubusercontent.com/57976156/122537481-8f077300-d060-11eb-8dfc-b4dda6c28f7c.PNG"
width=
"500"
height=
"130"
>
비정상 데이터 입력 시 생성된 이미지와 비교하여 정상인지, 비정상이면 어떤 종료인지 판별해 준다.
## Dataset
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