seongnam-innovation-hackathon's People
seongnam-innovation-hackathon's Issues
Document 백업
핸드폰으로 볼 수 있어서 생략
pep8 E126 ignore
클래스 분포 유사도 측정 로직 작성
벡터의 inner product 사용
FPN의 anchor aspect ratio, pixel size와 dimension cluster 사이 절충안 고민해보기
디펜던시 패키지 whl 파일 준비
- pip download 옵션으로 필요 패키지 다운로드
- 다운로드한 패키지 Docker container에서 정상적으로 작동하는지 확인
데이터 클래스에서 filepath가 같은 클래스 병합 로직 작성
재원님 pretrained model에서 BackBone 분리
데이터셋에서 휠체어 이미지만 분리
데이터 클래스에서 특정 class 제거 로직 구현
anchor box distribution 확인
anchor 박스 클러스터링
[Data issue]
모델 구현
object detection metric 구현
https://github.com/Cartucho/mAP 를 PyTorch valid metric으로 사용할 수 있게 분리
pre trained 모델 Martin에게 전달
Augmentation 구현
class별 bbox linear regression 모델 작성
develop branch에 pep8 speaker 붙이기
유사한 클래스 3개 클러스터링 하는 방법 고민해보기
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