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Merge pull request #8 from SMU-Capstone/develop
YUN-YUNHO Jul 17, 2022
a5b48d1
Enhance: 쓰레기 분류군 변경
YUN-YUNHO Sep 19, 2022
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6 changes: 3 additions & 3 deletions README.md
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Original file line number Diff line number Diff line change
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# 가로쓰레기통 알리미 (Tensorflow)
- 가로쓰레기통 알리미 앱의 딥러닝 파트 레포입니다.
- 본 프로젝트는 imagenet으로 훈련된 MobileNetV2 모델을 base model로 사용합니다.
- 플라스틱, 종이, 병, 캔, 고철, 스티로폼, 비닐 등 15가지 재활용 쓰레기 정보를 예측합니다.
- 플라스틱(페트병), 일반쓰레기(종이, 비닐), 병, 고철(캔) 4가지 재활용 쓰레기 정보를 예측합니다.
- 쓰레기 이미지의 분류 예측 결과를 Flask REST API를 이용하여 확인할 수 있습니다.

## 참가자
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```
### 모델 사용 예시
[model-usage-mobilenetv2.ipynb](model-usage-mobilenetv2.ipynb)
![prediction](https://user-images.githubusercontent.com/27190811/169643857-3d23c6e2-0d24-400f-a9f8-790f0d8f66c7.png)
![prediction](https://user-images.githubusercontent.com/27190811/191047009-1df7d88f-b144-491e-95dd-14f0ff4b0afc.png)

## Deployment
### 1. Docker
[도커 사용법](https://lively-goose-8b9.notion.site/Docker-4dcaf3b93a894fbe9b86efbe9c7d1eee)
```commandline
docker pull yoon36399/trash-image:0.1
docker pull yoon36399/trash-image:1.0
```

### 2. git clone
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