DSSG tutorial: Introduction to convolutional neural network for computer vision

This is the tutorial session for Stanford Data Science for Social Good. We use Google Colab to interactively execute the code and visualize the training result.

In this tutorial, you will:

1. Understand how the convolutional neural networks (CNN) work
2. Implement CNN using Tensorflow and Keras
3. Train your CNN on CIFAR-10
4. Visualize the performance of your trained CNN
5. Learn how to do transfer learning

Click here to open the Colab notebook for this tutorial!