SageMaker Studio quick start

A step-by-step quick start guide for SageMaker Studio. Start a Studio session, launch a notebook on a GPU instance and run object detection inference with a detectron2 pre-trained model.

Numpy pad: Understanding np.pad()

The np.pad() function has a complex, powerful API. But basic usage is very simple and complex usage is achievable! This post shows you how to use NumPy pad and gives a couple examples.

Installing packages in a Jupyter notebook

This post describes a trick for installing/upgrading Python packages in a Jupyter notebook. It's useful for scratch code, but don't do this when you need reproducible code.