Style-Transfer

프로젝트 진행 과정

19.07.30~ 19.08.01: Style Transfer 관련 배경지식, 논문 공부

1. A Neural Algorithm of Artistic Style
2. Perceptual Losses for Real-Time Style Transfer and Super-Resolution
3. kaggle_kernel by greg115

19.08.02~ 19.08.10: 각자 다양한 방법으로 모델/코드 뜯어보기

• 규원: Comparison of VGG16 and vGG19 model with output images from 5 content images and 5 style images
• 도은: VGG16, VGG19 모델 Layers Visualisation. Trying different performance comparison tests(eg. cropped image transfer)
• 세영 : content layer 17개 해체 및 다시 combining
• 제훈: convolution feature map visualization & noise image visualization
• 지선: hyperparameter 조정, multi-style-image

Style-Transfer Github_project

path = "StyleTransfer/data/vgg19_weights.h5"

OpenCV를 사용한 Neural Style Transfer trial output