Properties (52)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:Cloud_Computing_Service
|
| gptkbp:challenges |
Localization
Image classification Object detection |
| gptkbp:class |
1000
|
| gptkbp:collaborations |
Academic and industry collaboration
|
| gptkbp:community |
Computer vision community
|
| gptkbp:contribution |
Benchmark for image recognition
|
| gptkbp:dataUsage |
gptkb:ImageNet
Publicly available dataset Test set Training set Validation set ImageNet_database |
| gptkbp:evaluates |
Annual event
Top-5 error rate |
| gptkbp:goal |
Improve image classification accuracy
Encourage innovation in algorithms Foster competition in AI research |
| gptkbp:heldIn |
gptkb:Stanford_University
|
| https://www.w3.org/2000/01/rdf-schema#label |
ILSVRC 2013
|
| gptkbp:impact |
Advancement of convolutional neural networks
|
| gptkbp:location |
Worldwide
|
| gptkbp:mediaCoverage |
Significant
|
| gptkbp:notableFeature |
DenseNet
SqueezeNet Xception |
| gptkbp:notableModels |
gptkb:ResNet
GoogLeNet VGGNet |
| gptkbp:numberOfStudents |
over 1.2 million
|
| gptkbp:outcome |
Increased interest in AI
Development of new architectures Improved benchmarks for future research |
| gptkbp:participants |
Various universities and companies
|
| gptkbp:predecessor |
ILSVRC_2012
|
| gptkbp:relatedEvent |
ICCV
CVPR ECCV |
| gptkbp:researchFocus |
Artificial intelligence
Deep learning Machine learning Neural networks |
| gptkbp:significance |
Popularized deep learning
|
| gptkbp:sponsor |
gptkb:ImageNet
|
| gptkbp:successor |
gptkb:ILSVRC_2014
|
| gptkbp:technology |
Dropout
Data augmentation Transfer learning |
| gptkbp:type |
Image classification competition
|
| gptkbp:winner |
gptkb:AlexNet
|
| gptkbp:year |
2013
|