Dev
-
[내 맘대로 분석] RandAugment: Practical automated data augmentationwith a reduced search spaceDev/Computer Vision 2022. 6. 9. 12:47
논문명 RandAugment: Practical automated data augmentationwith a reduced search space 저널 IEEE CVPR(Conference on Computer Vision and Pattern Recognition) 논문 링크 https://arxiv.org/abs/1909.13719 Abstract 데이터 증강은 대체적으로 딥러닝 모델의 일반화(Normalization)을 크게 향상 시킴. Automated Augmentation(이하 AA) 전략을 통해 Image Classification or Object Detection에서 큰 성능 향상을 불러 올 수 있었다. Validation시 정확도를 향상시키기 위해 최적화 되었지만, 준 지도 학습에서 좋..
-
Imgaug LibraryDev/Computer Vision 2022. 6. 9. 12:38
참고문헌 공식 github : https://github.com/aleju/imgaug GitHub - aleju/imgaug: Image augmentation for machine learning experiments. Image augmentation for machine learning experiments. - GitHub - aleju/imgaug: Image augmentation for machine learning experiments. github.com 공식 Docs : https://imgaug.readthedocs.io/en/latest/ imgaug — imgaug 0.4.0 documentation © Copyright 2020, Alexander Jung Revision 74..