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Open Images Dataset V4
Open Images Dataset V4

Open Images V4

https://storage.googleapis.com/openimages/web/index.html

Open Images is a dataset of ~9 million images that have been annotated with image-level labels and object bounding boxes. The training set of V4 contains 14.6M bounding boxes for 600 object classes on 1.74M images, making it the largest existing dataset with object location annotations. The boxes have been largely manually drawn by professional annotators to ensure accuracy and consistency. The images are very diverse and often contain complex scenes with several objects (8.4 per image on average). Moreover, the dataset is annotated with image-level labels spanning thousands of classes.

Licenses

The annotations are licensed by Google Inc. under CC BY 4.0 license. The images are listed as having a CC BY 2.0 license. Note: while we tried to identify images that are licensed under a Creative Commons Attribution license, we make no representations or warranties regarding the license status of each image and you should verify the license for each image yourself.

# Open Images V4https://storage.googleapis.com/openimages/web/index.htmlOpen Images is a dataset of ~9 million images that have been annotated with image-level labels and object bounding boxes.The training set of V4 contains 14.6M bounding boxes for 600...

Data and Resources

  • class-descriptions-boxable.csvCSV

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  • class-descriptions.csvCSV

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  • classes-trainable.txtTXT

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  • test-annotations-bbox.csvCSV

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  • test-annotations-human-imagelabels-boxable.csvCSV

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  • test-annotations-human-imagelabels.csvCSV

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  • test-annotations-machine-imagelabels.csvCSV

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  • test-images.csvCSV

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  • test-images-with-rotation.csvCSV

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  • train-annotations-bbox.csvCSV

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  • train-annotations-human-imagelabels-boxable.csvCSV

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  • train-annotations-human-imagelabels.csvCSV

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  • train-annotations-machine-imagelabels.csvCSV

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  • train-images-boxable.csvCSV

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  • train-images-boxable-with-rotation.csvCSV

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  • train-images-with-labels-with-rotation.csvCSV

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  • validation-annotations-bbox.csvCSV

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  • validation-annotations-human-imagelabels-boxabl ...CSV

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  • validation-annotations-human-imagelabels.csvCSV

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  • validation-annotations-machine-imagelabels.csvCSV

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  • validation-images.csvCSV

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  • test.zipZIP

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  • validation.zipZIP

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  • train_00.zipZIP

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  • train_01.zipZIP

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  • train_02.zipZIP

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  • train_03.zipZIP

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  • train_04.zipZIP

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  • train_05.zipZIP

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  • train_06.zipZIP

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  • train_07.zipZIP

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  • train_08.zipZIP

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Additional Info

Field Value
Last Updated September 16, 2021, 13:54 (CST)
Created September 16, 2021, 13:54 (CST)
DPA_DateImported 212582112
DPA_former_id 0272e4d2-09d5-45e8-bbf0-c318fab67308
DPA_former_name open-images
DPA_former_owner_org 1517dc0d-5312-4f7c-b602-1fdeecad09e4
DPA_former_site https://scidm.nchc.org.tw
AODP Economy Taiwan