DAVIS 目标分割数据集

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Densely Annotation Video Segmentation dataset (DAVIS) 是一个高质量、高分辨率的视频目标分割数据集,包括 480p 和 1080p 两种分辨率。该数据集包括 50 个视频,在像素层面包含 3,455 密集标注的帧。其中,训练集包含 30 个视频(2079 帧);验证集包含 20 个视频(1376 帧)。

数据示例:

  • DAVIS_(Densely_Annotated_VIdeo_Segmentation)/README.md 1.2 KB
  • DAVIS_(Densely_Annotated_VIdeo_Segmentation)/README.txt 1.2 KB
  • DAVIS_(Densely_Annotated_VIdeo_Segmentation)/data/DAVIS-2017-Unsupervised-trainval-480p.zip 915.24 MB
  • DAVIS_(Densely_Annotated_VIdeo_Segmentation)/data/DAVIS-2017-Unsupervised-trainval-Full-Resolution.zip 2.75 GB
  • DAVIS_(Densely_Annotated_VIdeo_Segmentation)/data/DAVIS-2017-scribbles-trainval.zip 1.49 MB
  • DAVIS_(Densely_Annotated_VIdeo_Segmentation)/data/DAVIS-2017-test-challenge-480p.zip 291.94 MB
  • DAVIS_(Densely_Annotated_VIdeo_Segmentation)/data/DAVIS-2017-test-challenge-Full-Resolution.zip 1.28 GB
  • DAVIS_(Densely_Annotated_VIdeo_Segmentation)/data/DAVIS-2017-test-dev-480p.zip 301.65 MB
  • DAVIS_(Densely_Annotated_VIdeo_Segmentation)/data/DAVIS-2017-test-dev-Full-Resolution.zip 1.49 GB
  • DAVIS_(Densely_Annotated_VIdeo_Segmentation)/data/DAVIS-2017-trainval-480p.zip 794.19 MB
  • DAVIS_(Densely_Annotated_VIdeo_Segmentation)/data/DAVIS-2017-trainval-Full-Resolution.zip 2.75 GB
  • DAVIS_(Densely_Annotated_VIdeo_Segmentation)/data/DAVIS-2017_semantics-480p.zip 21.48 MB
  • DAVIS_(Densely_Annotated_VIdeo_Segmentation)/data/DAVIS-2017_semantics-Full-resolution.zip 71.11 MB
  • DAVIS_(Densely_Annotated_VIdeo_Segmentation)/data/DAVIS-2019-Unsupervised-test-challenge-480p.zip 263.5 MB
  • DAVIS_(Densely_Annotated_VIdeo_Segmentation)/data/DAVIS-2019-Unsupervised-test-challenge-Full-Resolution.zip 820.7 MB
  • DAVIS_(Densely_Annotated_VIdeo_Segmentation)/data/DAVIS-2019-Unsupervised-test-dev-480p.zip 275.74 MB
  • DAVIS_(Densely_Annotated_VIdeo_Segmentation)/data/DAVIS-2019-Unsupervised-test-dev-Full-Resolution.zip 663.5 MB