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Evolution of CNN

posted Apr 16, 2018, 11:29 PM by MUHAMMAD MUN`IM AHMAD ZABIDI   [ updated Apr 16, 2018, 11:43 PM ]

  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/
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