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gptkbp:instance_of
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gptkb:Data
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gptkbp:annotation_challenge
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gptkb:COCO_Detection_Challenge
COCO Captioning Challenge
COCO Keypoint Challenge
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gptkbp:annotation_tool
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gptkb:Label_Me
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gptkbp:annotation_types
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bounding boxes
segmentation masks
keypoints
|
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gptkbp:application
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image recognition
video analysis
scene understanding
image retrieval
visual question answering
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gptkbp:categories
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gptkb:Cat
gptkb:mouse
gptkb:carving
gptkb:Person
gptkb:Dog
gptkb:cosmetics
gptkb:Bear
gptkb:tableware
gptkb:automobile
gptkb:book
gptkb:Cycling
gptkb:clock_tower
gptkb:keyboard
gptkb:laptop
gptkb:toys
gptkb:furniture
80
remote
tv
cell phone
hair drier
|
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gptkbp:collection
|
crowdsourcing
manual annotation
|
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gptkbp:contains
|
annotations
images
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gptkbp:created_by
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gptkb:Microsoft_Research
|
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gptkbp:data_type
|
large-scale
|
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gptkbp:evaluates
|
mean Average Precision (m AP)
Average Recall (AR)
|
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gptkbp:has_artwork
|
over 330,000
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
COCO Dataset
|
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gptkbp:image
|
gptkb:Flickr
gptkb:MS_COCO
|
|
gptkbp:image_format
|
gptkb:Color
gptkb:JPEG
|
|
gptkbp:is_divided_into
|
gptkb:test_subjects
gptkb:train
val
80/20
|
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gptkbp:is_documented_in
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gptkb:JSON
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gptkbp:is_popular_in
|
computer vision community
|
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gptkbp:license
|
Attribution 4.0 International (CC BY 4.0)
|
|
gptkbp:provides_information_on
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over 5 GB
|
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gptkbp:release_year
|
gptkb:2014
|
|
gptkbp:resolution
|
varied
|
|
gptkbp:supports
|
gptkb:machine_learning
deep learning
|
|
gptkbp:used_for
|
object detection
image segmentation
captioning
|
|
gptkbp:website
|
cocodataset.org
|
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gptkbp:bfsParent
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gptkb:Res_Net
gptkb:Deep_Lab
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gptkbp:bfsLayer
|
5
|