3D Spleen Segmentation with MONAI and Aim
In this tutorial we will show how to use Aim and MONAI for 3d Spleen segmentation on a medical dataset from http://medicaldecathlon.com/. This is a […]
Aim from Zero to Hero
In this blog post, we show how to use Aim’s basic to highly advanced functionality in order to track your machine learning experiments with various […]
An end-to-end example of Aim logger used…
What is Aim? Aim is an open-source tool for AI experiment comparison. With more resources and complex models, more experiments are ran than ever. You can […]
How to tune hyperparams with fixed seeds…
What is a random seed and how is it important? The random seed is a number for initializing the pseudorandom number generator. It can have […]
Aim basics: using context and subplots to…
Validation and test metrics comparison is a crucial step in ML experiments. ML researchers divide datasets into three subsets — train, validation and test so they can test their model […]