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Planes by Number of Engines + Propulsion Type at Fort Lauderdale-Hollywood International Airport

In a previous post, we announced the release of the RarePlanes dataset and results of the baseline experiments. Today, we seek to demonstrate the versatility of the dataset further as well as its distinct utility. We trained an object detection model to identify not only aircraft but also their features such as the number of engines, wing shape, etc. and built a tutorial so you can do this yourself!

With this tutorial series, we outline the entire machine learning pipeline from start to finish of training a YOLOv5 model on the RarePlanes dataset. If you wish to follow along with this blog, please find the GitHub with spin up instructions here. …

About

Ari Chadda

CosmiQ Works | Dartmouth’22

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