ResNet Family

GPTKB entity

Properties (46)
Predicate Object
gptkbp:instanceOf gptkb:Cloud_Computing_Service
gptkbp:appearsIn Computer_Vision
gptkbp:architecturalStyle Deep Learning
gptkbp:developedBy gptkb:Microsoft_Research
gptkbp:firstAscent 3.57% on ImageNet
gptkbp:hasAwards gptkb:ILSVRC_2015
gptkbp:hasRelatedPatent gptkb:Generative_Adversarial_Networks
Anomaly Detection
Augmented Reality
Autonomous Driving
Image Generation
Natural Language Processing
Object Detection
Reinforcement Learning
Robotics
Speech Recognition
Medical Imaging
Real-time Processing
Style Transfer
Transfer Learning
Face Recognition
Feature Extraction
Video Analysis
Semantic Segmentation
Time_Series_Analysis
Graph_Neural_Networks
gptkbp:hasVariants gptkb:ResNet-101
gptkb:ResNet-152
ResNet-50
ResNet-110
ResNet-164
https://www.w3.org/2000/01/rdf-schema#label ResNet Family
gptkbp:improves Gradient Flow
gptkbp:influenced gptkb:EfficientNet
DenseNet
SENet
gptkbp:inspiredBy Highway_Networks
gptkbp:introduced 2015
gptkbp:notableFeature Residual Learning
gptkbp:openToPublic 1.57% on ImageNet
gptkbp:operates gptkb:PyTorch
gptkb:Keras
TensorFlow
gptkbp:successor ResNeXt
gptkbp:usedFor Image Classification
gptkbp:utilizes Skip Connections