Image Classification Workshop Part II

organised by Vancouver School of AI

Date: 25 September 2018

Source: http://scs.ryerson.ca/~aharley/vis/conv/

Installation Requirements

We have decided to move to Google Colab. This means you only need a Google account and you're good to go. Google Colab is especially useful for image classification, since you can use a GPU for free on Google Colab to speed up the training process. See here on how to enable a GPU in Google Colab - it's really simple.

Meetup Content

Guru Shiva Winning Code Challenge Submission Presentation

Image Classification Theory

Image Classification Workshop using Keras - open in Google Colab

Code Challenge

Due Date: Sunday, 7 October @ midnight

Challenge: Create an image classifier using Keras

Everyone is encouraged to participate!

The winning solution should ideally be:

• reasonably accurate
• a creative or interesting application

To submit, post your solution's repository link on the # coding_challenge Slack channel (on the Vancouver School of AI workspace) before the due date.

Content Authors

Akshi Chaudhary

Johannes Harmse

Xinbin Huang

Resources and Additional Readings

Visualize Image Classification

How CNNs work

Keras CNN Data Augmentation

Machine Learning Crash Course: Part 3 from ML@B

Neural network visualization by TensorFlow

cs231n-neural network

cs231n- convolutioinal neural network