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.
The histplot() function in Seaborn is a great API for plotting histograms to visualize the distribution of your Pandas columns.
Object tracking is pretty easy conceptually. And if you have a good detector, simple methods can be pretty effective.
In this post we’ll classify an image with PyTorch. If you prefer to skip the prose, you can checkout the Jupyter notebook. Two interesting features of PyTorch are pythonic tensor manipulation that’s similar to numpy and dynamic computational graphs, which handle recurrent neural networks in a more natural way than static computational graphs. A good description …
The Amazon Web Services (AWS) command line tool is a full-featured alternative to using the AWS console to perform actions in your account. Getting started is dead simple.
Docker is a useful tool for creating small virtual machines called containers. Containers are instances of docker images that are defined in Dockerfiles.