Web27 de mai. de 2024 · A Survey on Long-Tailed Visual Recognition. Lu Yang, He Jiang, Qing Song, Jun Guo. The heavy reliance on data is one of the major reasons that … Web数据集(Dataset) 暂无分类 检测 图像目标检测(2D Object Detection) 视频目标检测(Video Object Detection) 三维目标检测(3D object detection) 人物交互检测(HOI Detection) 伪装目标检测(Camouflaged Object Detection) 旋转目标检测(Rotation Object Detection) 显著性检测(Saliency Object Detection) 图像异常检测(Anomally Detection in Image ...
CVPR2024-Paper-Code-Interpretation/CVPR2024.md at master
Webintroduce VideoLT, a large-scale long-tailed video recog-nition dataset, as a step toward real-world video recog-nition. VideoLT contains 256,218 untrimmed videos, an-notated into 1,004 classes with a long-tailed distribution. Through extensive studies, we demonstrate that state-of-the-art methods used for long-tailed image recognition do Web17 de nov. de 2024 · Hierarchical Knowledge Guided Learning for Real-world Retinal Diseases Recognition. Lie Ju, Zhen Yu, Lin Wang, Xin Zhao, Xin Wang, Paul Bonnington, Zongyuan Ge. In the real world, medical datasets often exhibit a long-tailed data distribution (i.e., a few classes occupy the majority of the data, while most classes have … how to start an instructional design business
Self-Supervised Aggregation of Diverse Experts for Test-Agnostic Long …
Web9 de set. de 2024 · This survey focuses on the problems caused by long-tailed data distribution, sort out the representative long-tails visual recognition datasets and summarize some mainstream long-tail studies, and quantitatively study 20 widely-used and large-scale visual datasets proposed in the last decade. 16. PDF. View 1 excerpt, cites … Web7 de abr. de 2024 · Deep learning enables impressive performance in image recognition using large-scale artificially-balanced datasets. However, real-world datasets exhibit … Web6 de mai. de 2024 · While long-tailed recognition has been extensively studied for image classification tasks, limited effort has been made for the video domain. In this paper, we introduce VideoLT, a large-scale long-tailed video recognition dataset, as a step toward real-world video recognition. VideoLT contains 256,218 untrimmed videos, annotated … react before mount