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gptkbp:instance_of
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gptkb:Data
|
|
gptkbp:available_formats
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gptkb:XML
gptkb:JPEG
PNG
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|
gptkbp:challenges
|
action classification challenge
image segmentation challenge
object detection challenge
object recognition challenge
person layout challenge
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gptkbp:class
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gptkb:20
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gptkbp:contains
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gptkb:horse_race
gptkb:aircraft
gptkb:Cat
gptkb:Person
gptkb:Dog
gptkb:automobile
gptkb:train
gptkb:Cycling
gptkb:Lamb_of_God
gptkb:animals
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gptkbp:contains_annotations
|
bounding boxes
object labels
segmentation masks
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gptkbp:contributes_to
|
deep learning
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gptkbp:created_by
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gptkb:PASCAL_Visual_Object_Classes_Challenge
|
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gptkbp:evaluates
|
Intersection over Union (Io U)
mean Average Precision (m AP)
|
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gptkbp:features
|
varied backgrounds
different lighting conditions
multiple object categories
aspect ratio variations
occlusions
scale variations
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gptkbp:first_released
|
gptkb:2007
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gptkbp:has_artwork
|
over 11,000
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|
https://www.w3.org/2000/01/rdf-schema#label
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PASCAL VOC
|
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gptkbp:influenced_by
|
gptkb:Image_Net
|
|
gptkbp:latest_version
|
gptkb:2012
|
|
gptkbp:part_of
|
machine learning competitions
computer vision benchmarks
|
|
gptkbp:provides
|
test data
training data
validation data
|
|
gptkbp:successor
|
gptkb:COCO
|
|
gptkbp:supports
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gptkb:MATLAB
gptkb:C++
gptkb:Python
|
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gptkbp:used_by
|
gptkb:students
gptkb:developers
gptkb:researchers
|
|
gptkbp:used_for
|
object detection
image segmentation
object classification
|
|
gptkbp:used_in
|
computer vision research
|
|
gptkbp:website
|
http://host.robots.ox.ac.uk/pascal/ VOC/
|
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gptkbp:bfsParent
|
gptkb:Deep_Lab
gptkb:FCN-8s
|
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gptkbp:bfsLayer
|
5
|