Simple Copy-Paste Is A Strong Data Augmentation Method For Instance Segmentation
Di: Everly
Simple copy-paste is a strong data augmentation method for instance segmentation. G Ghiasi, Y Cui, A Srinivas, R Qian, TY Lin, ED Cubuk, QV Le, B Zoph. Proceedings of the IEEE/CVF
实例分割的复制粘贴数据增强
Building instance segmentation models that are data-efficient and can handle rare object categories is an important challenge in computer vision. Leveraging data augmentations
Copy-Paste is a simple and effective data augmentation strategy for instance segmentation. By randomly pasting object instances onto new background images, it creates
Building instance segmentation models that are data-efficient and can handle rare object categories is an important challenge in computer vision. Leveraging data augmentations
igure 2. We use a simple copy and paste method to create new images for training instance segmentatio. models. We apply random scale jittering on two random training images and then
A simple and effective method to improve data-efficiency and rare object segmentation by randomly pasting objects from one image to another. The paper presents results on COCO
- Simple Copy-Paste is a Strong Data Augmentation Method for Instance
- 复制-粘贴大法：简单而有效的数据增强
- Simple Copy-Paste is a Game Changer for Computer Vision Problems
- 实例分割的复制粘贴数据增强
AICVHub/Copy-Paste-for-Semantic-Segmentation
Simple copy and paste method to create new images for training instance segmentation models. Two images are randomly selected. Random scale jittering and random horizontal flipping
MMDetection 支持数据增强神器 Simple Copy Paste 全过程 . OpenMMLab . 小助手：OpenMMLabwx 微信公众号同名. 来自专栏 · OpenMMLab 技术客栈. 引言 .
2.3 Copy-Paste数据增强 Copy-Paste数据增强是以目标对象感知的方式组合来自多个图像的信息；一种简单方法是复制来自一个图像的目标对象实例并将它们粘贴到另一个图像上。Copy
Copy-Paste [19] is a simple and effective data augmentation method. It can generate a large amount of synthetic training data freely by randomly pasting object instances
구현 해야함 Instance Segmentation에서 rare object에 대한 성능을 높이기 위한 augmentation기법 1. 오브젝트 여러개를 다른 이미지에서 가져와서 붙이는 것. 이를 위해 2장의
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation Golnaz Ghiasi* 1Yin Cui* Aravind Srinivas* † 1;2 Rui Qian† 1;3 Tsung-Yi Lin 1Ekin D. Cubuk Quoc V.
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation (2021) Instance Segmentation Computer Vision에서 Data Augmentation 기법은
CVPR 2021 Open Access Repository
Unofficial implementation of the copy-paste augmentation from Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation. The augmentation function is built to integrate easily with albumentations. An
- arXiv:2012.07177v2 [cs.CV] 23 Jun 2021
- 作为数据增强的复制粘贴
- Simple Copy-Paste is a Strong Data Augmentation Method for
- 代码复现：Copy-Paste 数据增强for 语义分割
文章浏览阅读4.3k次。Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation谷歌、UC伯克利与康奈尔大学的研究人员使用简单粗暴的“复制-粘贴”
Building instance segmentation models that are data-efficient and can handle rare object categories is an important challenge in computer vision. Leveraging data augmentations is a
Here, we perform a systematic study of the Copy-Paste augmentation (e.g., [13], [12]) for instance segmentation where we randomly paste objects onto an image. Prior studies
On COCO instance segmentation, we achieve 49.1 mask AP and 57.3 box AP, an improvement of +0.6 mask AP and +1.5 box AP over the previous state-of-the-art. We further
Simple Copy-Paste is a Game Changer for Computer Vision Problems
Simple copy and paste method to create new images for training instance segmentation models. Two images are randomly selected.Random scale jittering and random
Building instance segmentation models that are data-efficient and can handle rare object categories is an important challenge in computer vision. Leveraging data augmentations is a
On COCO instance segmentation, we achieve 49.1 mask AP and 57.3 box AP, an improvement of +0.6 mask AP and +1.5 box AP over the previous state-of-the-art. We further
可以看出，在SSJ的实验（左）中，mixup和Copy-Past都能带来收益，但Copy-Past带来的收益更大；但在LSJ的实验（右）中，mixpu带来的收益就几乎没有了，猜测原因
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation (arxiv 2020.12) idea： perform a systematic study of the Copy-Paste
Unofficial implementation of Copy-Paste method: Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation. This repo is implementation for semantic
A paper that studies the Copy-Paste augmentation method for improving data-efficiency and rare object segmentation in instance segmentation. The paper shows that a simple random copy
论文Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation非官方实现的代码。_copypaste数据增强 . 代码复现：Copy-Paste 数据增强for 语义分割. AICVHub 已于 2024-10-22 17:06:25 修
57.3 AP！刷新COCO目标检测和实例分割新记录！复制-粘贴是用于实例分割的强大数据增广方法 拿下COCO目标检测和实例分割双料第一名！目标检测数据刷到57.3 AP；实
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation CVPR2021 Abstarct 实例分割需要处理稀有类别对象，利用数据扩增来解决。本
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