Papers with Code 아카이브

Video Matting

태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.

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데이터셋

출처에 같은 태스크 이름으로 연결된 데이터셋입니다. 동명 태스크가 포함될 수 있으므로, 비교할 때는 평가 결과의 조건도 확인하세요.

VideoMatte240K

VideoMatte240K consists of 484 high-resolution green screen videos and generate a total of 240,709 unique frames of alpha mattes and foregrounds with chroma-key software Adobe After Effects. The videos are purchased as stock footage or found as royalty-free materials online. 384 videos are at 4K resolution and 100 are in HD. The videos are split by 479 : 5 to form the train and validation sets. The dataset consists of a vast amount of human subjects, clothing, and poses that are helpful for training robust models. Image source: https://arxiv.org/pdf/2012.07810v1.pdf

VideoMatting108

VideoMatting108 is a large-scale video matting and trimap generation dataset with 80 training and 28 validation foreground video clips with ground-truth alpha mattes.

PhotoMatte85

PhotoMatte85 contains 85 protrait images. The dataset is donated to us by a third-party commercial company. The footage are shot with professional studio lighting and the subjects are in standard portrait posing. We provide the alpha matte and foreground images extracted from the green screen photos. Due to license issue, we will not release the other 13K images used in training. Source: https://grail.cs.washington.edu/projects/background-matting-v2/#/datasets Image source: https://grail.cs.washington.edu/projects/background-matting-v2/#/datasets

출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.