ImageNet 10 图像识别数据集

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ImageNet Dataset 是目前世界上最大的图像识别数据库,主要用于机器视觉领域的图像分类和目标检测,根据 WordNet 层次结构组织,其中每个节点由数百甚至数千张图像描绘,每个节点有平均超过 500 个图像,包含 2.2 万类约 1500 万张图片。

ImageNet Dataset 由斯坦福大学的李飞飞等人于 2009 年在视觉科学学会首次发布,并在 2010 年起的 ImageNet 视觉识别挑战赛(ILSVRC)上不断完善。

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  • ImageNet/README.md 1.22 KB
  • ImageNet/README.txt 1.22 KB
  • ImageNet/data/ImageNet2010/ILSVRC2010_devkit-1.0.tar.gz 2.89 MB
  • ImageNet/data/ImageNet2010/ILSVRC2010_images_test.tar 15.28 GB
  • ImageNet/data/ImageNet2010/ILSVRC2010_images_train.tar 123.92 GB
  • ImageNet/data/ImageNet2010/ILSVRC2010_images_val.tar 5.03 GB
  • ImageNet/data/ImageNet2010/patch_images.tar 6.84 MB
  • ImageNet/data/ImageNet2011/ILSVRC2011_bbox_train.v2.tar 320.13 MB
  • ImageNet/data/ImageNet2011/ILSVRC2011_bbox_val.v3.tar 50.98 MB
  • ImageNet/data/ImageNet2011/ILSVRC2011_devkit-2.0.tar.gz 2.65 MB
  • ImageNet/data/ImageNet2011/ILSVRC2011_images_test.tar 10.41 GB
  • ImageNet/data/ImageNet2011/ILSVRC2011_images_train.tar 110.56 GB
  • ImageNet/data/ImageNet2011/ILSVRC2011_images_val.tar 5.19 GB
  • ImageNet/data/ImageNet2012/ILSVRC2012_bbox_test_dogs.zip 32.97 MB
  • ImageNet/data/ImageNet2012/ILSVRC2012_bbox_train_dogs.tar.gz 709.1 KB
  • ImageNet/data/ImageNet2012/ILSVRC2012_bbox_train_v2.tar.gz 19.9 MB
  • ImageNet/data/ImageNet2012/ILSVRC2012_bbox_val_v3.tgz 2.12 MB
  • ImageNet/data/ImageNet2012/ILSVRC2012_devkit_t12.tar.gz 2.45 MB
  • ImageNet/data/ImageNet2012/ILSVRC2012_devkit_t3.tar.gz 21.41 MB
  • ImageNet/data/ImageNet2012/ILSVRC2012_img_test.tar 12.75 GB
  • ImageNet/data/ImageNet2012/ILSVRC2012_img_train.tar 137.74 GB
  • ImageNet/data/ImageNet2012/ILSVRC2012_img_train_t3.tar 727.14 MB
  • ImageNet/data/ImageNet2012/ILSVRC2012_img_val.tar 6.28 GB
  • ImageNet/data/ImageNet2013/ILSVRC2012_bbox_train_v2.tar.gz 19.9 MB
  • ImageNet/data/ImageNet2013/ILSVRC2012_bbox_val_v3.tgz 2.12 MB
  • ImageNet/data/ImageNet2013/ILSVRC2013_DET_bbox_train.tgz 10.7 MB
  • ImageNet/data/ImageNet2013/ILSVRC2013_DET_bbox_val.tgz 1.31 MB
  • ImageNet/data/ImageNet2013/ILSVRC2013_DET_test.tar 5.09 GB
  • ImageNet/data/ImageNet2013/ILSVRC2013_DET_train.tar 39.49 GB
  • ImageNet/data/ImageNet2013/ILSVRC2013_DET_val.tar 2.52 GB
  • ImageNet/data/ImageNet2013/ILSVRC2013_DETextra_train.tar 13.04 GB
  • ImageNet/data/ImageNet2013/ILSVRC2013_devkit.tgz 7.78 MB
  • ImageNet/data/ImageNet2014/ILSVRC2012_bbox_train_v2.tar.gz 19.9 MB
  • ImageNet/data/ImageNet2014/ILSVRC2012_bbox_val_v3.tgz 2.12 MB
  • ImageNet/data/ImageNet2014/ILSVRC2013_DET_bbox_val.tgz 1.31 MB
  • ImageNet/data/ImageNet2014/ILSVRC2013_DET_test.tar 5.09 GB
  • ImageNet/data/ImageNet2014/ILSVRC2013_DET_val.tar 2.52 GB
  • ImageNet/data/ImageNet2014/ILSVRC2014_DET_bbox_train.tgz 14.04 MB
  • ImageNet/data/ImageNet2014/ILSVRC2014_DET_train.tar 46.68 GB
  • ImageNet/data/ImageNet2014/ILSVRC2014_DETaugment2013_train.tar 7.19 GB
  • ImageNet/data/ImageNet2014/ILSVRC2014_DETaugmentCLSLOC_train.tar 20.22 GB
  • ImageNet/data/ImageNet2014/ILSVRC2014_devkit.tgz 38.33 MB
  • ImageNet/data/ImageNet2015/ILSVRC2015_DET_test.tar.gz 5.93 GB
  • ImageNet/data/ImageNet2015/ILSVRC2015_DET_test_new.tar.gz 913.39 MB
  • ImageNet/data/ImageNet2015/ILSVRC2015_devkit.tar.gz 7.42 MB
  • ImageNet/data/ImageNet2015/object_detection_from_video/ILSVRC2015_VID.tar.gz 85.74 GB
  • ImageNet/data/ImageNet2015/object_detection_from_video/ILSVRC2015_VID_final.tar.gz 42.16 GB
  • ImageNet/data/ImageNet2015/object_detection_from_video/ILSVRC2015_VID_initial.tar.gz 21.09 GB
  • ImageNet/data/ImageNet2015/object_detection_from_video/ILSVRC2015_VID_snippets_final.tar.gz 7.77 GB
  • ImageNet/data/ImageNet2015/object_detection_from_video/ILSVRC2015_VID_snippets_initial.tar.gz 14.72 GB
  • ImageNet/data/ImageNet2015/object_detection_from_video/ILSVRC2015_devkit.tar.gz 11.06 MB
  • ImageNet/data/ImageNet2016/ILSVRC2016_DET_test_new.tar.gz 757.61 MB
  • ImageNet/data/ImageNet2016/ILSVRC2016_devkit.tar.gz 16.21 MB
  • ImageNet/data/ImageNet2016/object_detection_from_video/ILSVRC2016_VID_test.tar.gz 35.62 GB
  • ImageNet/data/ImageNet2016/object_detection_from_video/ILSVRC2016_VID_test_new.tar.gz 18.88 GB
  • ImageNet/data/ImageNet2017/ILSVRC2017_DET_test_new.tar.gz 427.96 MB
  • ImageNet/data/ImageNet2017/object_detection_from_video/ILSVRC2017_VID_new.tar.gz 20.66 GB
  • ImageNet/data/ImageNet2017/object_detection_from_video/ILSVRC2017_VID_test.tar.gz 35.62 GB