MLT Workshop: Deep Learning Series


#1

PART I: Convolution Operations

Implementation blocks:

  1. AlexNet
  2. VGG
  3. Inception
  4. MobileNet
  5. ShuffleNet
  6. ResNet
  7. DenseNet

Slides
Please find the slides here.


I want prior event materials!
#2

We’re live streaming for MLT members who couldn’t join today’s session:
https://www.youtube.com/watch?v=s-zVUl-iUvE


#3

Regarding the code for the models
ConvNets.ipynb

I changed the cheatsheet from pdf to googledoc to make changes on the spot and added links to the original papers.

I also added some new models:
8. Xception
9. Unet
10. SqueezeNet
11. YOLO
12. RefineNet

If you have any questions, suggestions etc. you can reply here.