Properties (55)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
dataset
|
| gptkbp:availableIn |
http://host.robots.ox.ac.uk/pascal/VOC/
|
| gptkbp:competesWith |
gptkb:Microsoft_COCO
Open Images |
| gptkbp:contains |
20 object categories
multiple image resolutions over 11,000 images |
| gptkbp:createdBy |
gptkb:PASCAL_Visual_Object_Classes_Challenge
|
| gptkbp:evaluates |
mean Average Precision (mAP)
|
| gptkbp:features |
bounding box annotations
segmentation masks object instance annotations person keypoints |
| gptkbp:firstPublished |
2007
|
| gptkbp:hasImpactOn |
deep learning models
image segmentation techniques object detection algorithms |
| gptkbp:hasOccupation |
active user community
|
| gptkbp:hasPersonnel |
Creative Commons Attribution 3.0 Unported License
|
| gptkbp:hasVersion |
2012
|
| https://www.w3.org/2000/01/rdf-schema#label |
PASCAL VOC
|
| gptkbp:includes |
test set
training set validation set |
| gptkbp:influencedBy |
gptkb:ImageNet
|
| gptkbp:is_used_in |
computer vision research
|
| gptkbp:isCitedBy |
open-source software
numerous academic papers industry projects |
| gptkbp:isPartOf |
computer vision benchmarks
|
| gptkbp:isRelatedTo |
artificial intelligence
image processing machine learning data science pattern recognition |
| gptkbp:isSupportedBy |
universities
tech companies various research institutions |
| gptkbp:isUsedIn |
academic research
educational purposes commercial applications |
| gptkbp:partOf |
PASCAL_Visual_Object_Classes_Challenge_series
|
| gptkbp:provides |
annotations for images
evaluation server |
| gptkbp:successor |
COCO
|
| gptkbp:supports |
multiple image formats
Python libraries C++ libraries MATLAB_tools |
| gptkbp:usedBy |
students
developers researchers |
| gptkbp:usedFor |
object detection
image segmentation object classification |