ML & DL

[딥러닝 이론] 다양한 CNN 모델 소개

콩콩(๓° ˘ °๓)♡ 2023. 5. 10. 13:49

LeNet : Gradient-Based Learning Applied to Document Recognition(1998, 링크)

AlexNet : ImageNet Classification with Deep Convolutional Neural Networks(2017, 링크)

VGGNet : Return of the Devil in the Details: Delving Deep into Convolutional Nets(2014, 링크)

GoogLeNet : Going deeper with convolutions(2015, 링크)

ResNet : Deep Residual Learning for Image Recognition(2015, 링크)

SENet : Squeeze-and-Excitation Networks(2019, 링크)

UNet : Convolutional Networks for Biomedical Image Segmentation(2015, 링크)

 

 

 

ImageNet

Competition The ImageNet Large Scale Visual Recognition Challenge (ILSVRC) evaluates algorithms for object detection and image classification at large scale. One high level motivation is to allow researchers to compare progress in detection across a wider

www.image-net.org