Properties (46)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:Cloud_Computing_Service
|
| gptkbp:dataUsage |
1000 classes
1.2 million images |
| gptkbp:evaluates |
Top-1 error rate
Top-5 error rate |
| gptkbp:field |
Computer_Vision
|
| gptkbp:goal |
Localization
Image classification Object detection |
| https://www.w3.org/2000/01/rdf-schema#label |
ILSVRC
|
| gptkbp:impact |
Community engagement
Research collaboration Open-source contributions Industry applications Advancement of deep learning Benchmark for image classification models Popularization of convolutional neural networks |
| gptkbp:notable_winners |
gptkb:ResNet
gptkb:AlexNet gptkb:EfficientNet Inception VGGNet DenseNet SqueezeNet Xception |
| gptkbp:relatedTo |
gptkb:ImageNet
Artificial Intelligence Deep Learning Image Processing Machine Learning Neural Networks Pattern Recognition Transfer Learning Feature Extraction Model Evaluation Computer Vision Challenges Data_Science |
| gptkbp:sponsor |
gptkb:Microsoft
gptkb:Stanford_University gptkb:University_of_California,_Berkeley gptkb:University_of_Toronto gptkb:Google gptkb:MIT NVIDIA |
| gptkbp:year |
2010
|