TAG
#cnn
5 events tagged with this keyword
1989Model
LeCun CNN for Handwriting Recognition
Yann LeCun at Bell Labs develops convolutional neural networks, successfully applying them to handwritten digit recognition.
#cnn#computer-vision#lecun
1998Model
LeNet-5 and MNIST
Yann LeCun publishes LeNet-5 architecture and MNIST dataset, becoming classic benchmarks for deep learning.
#cnn#mnist#lecun
2012Model
AlexNet: Deep Learning Breakthrough
AlexNet wins the ImageNet competition by a large margin, marking the beginning of the deep learning era.
#deep-learning#cnn#imagenet
2014Model
VGGNet: Very Deep Convolutional Networks
Oxford VGG team proposes VGGNet, demonstrating that stacking small convolution kernels can build deeper networks.
#cnn#deep-learning#computer-vision
2015Model
ResNet: Residual Networks Breakthrough
Microsoft Research proposes ResNet, solving deep network training difficulties through residual connections.
#cnn#deep-learning#resnet