Evolution of CNN

Post date: Apr 17, 2018 6:29:32 AM

• 1. LeNet - LeCun in 1990’s.

  2. AlexNet- Alex Krizhevsky, Ilya Sutskever and Geoff Hinton, Won ImageNet LSVRC  challenge 2012 (like LeNet but bigger and deeper)

  3. ZF Net – M. Zeiler and R. Fergus ILSVRC 2013 winner (improving the AlexNet by hyperparameter tweaking)

  4. GoogLeNet- Szegedy et al. from Google, ILSVRC 2014 winner (Inception Module)

  5. VGGNet – K. Simonyan and A. Zisserman runner-up in ILSVRC 2014 (depth matter)

  6. ResNet - Kaiming He et al, ILSVRC 2015 winner , special skip connections and a heavy use of batch normalization.

  7. ImageNet Large Scale Visual Recognition Challenge (ILSVRC ) http://imagenet.org/challenges/LSVRC/2016/