A Hands-On Guide to IceVision Framework for Object Detection

IceVision is a framework for object detection which allows us to perform object detection in a variety of ways using various pre-trained models provided by this framework. It also offers data curation features along with a dashboard for exploratory data analysis. The best feature it has is that it provides an end-to-end deep learning workflow that allows the practitioners to train networks with easy-to-use robust high-performance libraries such as PyTorch-Lightning and FastAI. In this article, we are going to discuss the IceVision framework for object detection with hands-on implementation. The major points that we will discuss here are listed below. Table of Contents What is IceVision?Installing IceVisionData PreparationImporting LibrariesDownload and Prepare a Dataset  Pa