R-CNN

프로젝트

• 소개: R-CNN을 이용한 BCCD 분류

프로젝트 개요

• (0) 서론, 데이터 셋 소개: https://hyelimkungkung.tistory.com/27
• (1) selective serarch: https://hyelimkungkung.tistory.com/28?category=935193
• (2) fine tuning: https://hyelimkungkung.tistory.com/29
• (3) linear svm, (4) 결론: https://hyelimkungkung.tistory.com/30

결론

그렇게 성과가 좋아보이진 않다

TODO

• box regressor
• 다른 backbone 사용

Reference

https://github.com/object-detection-algorithm/R-CNN https://www.pyimagesearch.com/2020/07/13/r-cnn-object-detection-with-keras-tensorflow-and-deep-learning/ https://towardsdatascience.com/step-by-step-r-cnn-implementation-from-scratch-in-python-e97101ccde55