Pascal Visual Object Classes Challenge
GPTKB entity
Properties (50)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:Cloud_Computing_Service
|
| gptkbp:associated_with |
image classification
object detection semantic segmentation PASCAL VOC 2007 PASCAL VOC 2008 PASCAL VOC 2010 PASCAL_VOC_2009 PASCAL_VOC_2012 |
| gptkbp:class |
20
|
| gptkbp:contributedTo |
advancements in deep learning
|
| gptkbp:dataUsage |
PASCAL VOC dataset
|
| gptkbp:encourages |
community participation
|
| gptkbp:evaluates |
mean Average Precision (mAP)
|
| gptkbp:features |
difficult images
|
| gptkbp:focus |
object recognition
|
| gptkbp:has_a |
of researchers and developers
|
| gptkbp:has_a_website |
http://host.robots.ox.ac.uk/pascal/VOC/
|
| gptkbp:held_annually |
until 2012
|
| gptkbp:hostedBy |
gptkb:University_of_Oxford
|
| https://www.w3.org/2000/01/rdf-schema#label |
Pascal Visual Object Classes Challenge
|
| gptkbp:includes |
classification tasks
detection tasks segmentation tasks training and validation sets |
| gptkbp:influenced |
subsequent challenges
new research directions |
| gptkbp:inspiration |
gptkb:ImageNet_Challenge
|
| gptkbp:is_a_resource_for |
image classification algorithms
image segmentation algorithms object detection algorithms |
| gptkbp:is_essential_for |
artificial intelligence research
image analysis machine learning research computer vision applications |
| gptkbp:is_known_for |
challenging datasets
|
| gptkbp:is_part_of |
PASCAL_VOC_series
|
| gptkbp:is_recognized_for |
computer vision community
|
| gptkbp:is_referenced_in |
computer vision textbooks
|
| gptkbp:is_used_in |
numerous research papers
training machine learning models benchmarking algorithms |
| gptkbp:led_to |
improved algorithms
new evaluation protocols |
| gptkbp:promotes |
research in visual recognition
|
| gptkbp:provides |
publicly available data
standardized evaluation |
| gptkbp:succeededBy |
COCO Challenge
|
| gptkbp:year |
2005
|
| gptkbp:youth_tournaments |
2012
|