Skip to content

Commit eb34227

Browse files
committed
Add start
1 parent 18cb31a commit eb34227

File tree

1 file changed

+11
-3
lines changed

1 file changed

+11
-3
lines changed

Diff for: README.md

+11-3
Original file line numberDiff line numberDiff line change
@@ -1,8 +1,16 @@
11
## Disaster Classifier
22
- Task: **Development of customized disaster media service platform technology for disaster information and vulnerable groups** (재난정보인지 취약계층을 위한 맞춤형 재난미디어 서비스 플랫폼 기술 개발)
33
- Task has been completed by **VI Lab (Video Inteligence Lab) [[Link]](https://sites.google.com/view/knuvi/)** (~12. 31, 2023) with ETRI (Electronics and Telecommunications Research Institute)
4-
- Research publication in KCIS (The Korean Institute of Communications and Information Sciences, 한국통신학회)
5-
- *Automatic Classification of Disaster Images Based on Deep Learning* **[[Paper]](https://www.dbpia.co.kr/journal/articleDetail?nodeId=NODE11636493&nodeId=NODE11636493&medaTypeCode=185005&isPDFSizeAllowed=true&locale=ko&articleTitle=Automatic+Classification+of+Disaster+Images+Based+on+Deep+Learning&articleTitleEn=Automatic+Classification+of+Disaster+Images+Based+on+Deep+Learning&language=ko_KR&hasTopBanner=true)**
4+
- *Automatic Classification of Disaster Images Based on Deep Learning* **[[Paper]](https://www.dbpia.co.kr/journal/articleDetail?nodeId=NODE11636493&nodeId=NODE11636493&medaTypeCode=185005&isPDFSizeAllowed=true&locale=ko&articleTitle=Automatic+Classification+of+Disaster+Images+Based+on+Deep+Learning&articleTitleEn=Automatic+Classification+of+Disaster+Images+Based+on+Deep+Learning&language=ko_KR&hasTopBanner=true)** published in KCIS (The Korean Institute of Communications and Information Sciences, 한국통신학회)
5+
- Patent application (딥러닝 기반 이미지 데이터 분류 장치 및 방법)
66
- Record Disaster Classifier Task in Notion [[Link]](https://hojunking.notion.site/Disaster-Task-cb8c0ad55fb44786a558d7874b73f18c?pvs=4)
77

8-
classifier for normal images & disaster images+generated images
8+
### Start
9+
Python 3.9+
10+
```
11+
pytorch torchvision torchaudio pytorch-cuda=12.1 -c pytorch-nightly -c nvidia
12+
conda install pandas, numpy, tqdm, timm, albumentation
13+
```
14+
- Prepare dataset (disaster or natural images)
15+
- Use ``train.py, eval.py``
16+
- Classifier Model (inception_resnet-v2) **[[Link]](https://drive.google.com/drive/folders/1OhiCNBPpkISCRuQ-8G0Z-HE5Kk9LAUx5?usp=sharing)**

0 commit comments

Comments
 (0)