Building an Object Detection Model with FastAI and IceVision

I started using IceVision recently as I needed to create an object detection model for the latest Computer Vision Kaggle competition. In this blog, I will explain few important concepts that I found particularly useful as I was getting my feet wet with the IceVision framework. Installing IceVision is fairly easy. We can install just by running the following command in the terminal -- pip install icevision[all] . For a more detailed information about the installation process, you can check out the IceVision documentation which is pretty straightforward.