Overhead Plane Detector Computer Vision Project
SkyBot
This is the dataset powering http://skybot.cam, an app that captures planes flying over top of my house.
Upon the project gaining popularity on Hacker News from the above tweet, I thought I'd share the dataset and an example model to make it easier for others to build a plane spotting app, too.
About this Project
I built a system to take photos of all of the airplanes that fly over my house. Most of these planes are passing by at more than 30,000 feet! It uses ADS-B to track where the aircraft are relative to the camera, points the camera in the right direction and snaps a photo. I then run a few serverless functions that are running to detect where the aircraft is in the image and make a thumbnail. Much of the services are hosted on Azure. There's more details on the overall project here! http://skybot.cam/about. The project is open source as a part of my work from IQT as well.
About the Dataset
The dataset is of airfract that was captured as they flew overhead. It includes a mix of large and small passenger jets and an assortment of business jets. There are also a images with buildings and contrails, where there is not aircraft present.
Use Cases
This dataset should allow for a plane dectector model to be built like for plane spotting and plane detection.
About Me
I'm Luke Berndt, I work on Azure products at Microsoft. You can learn more about me here: http://lukeberndt.com/
Cite this Project
If you use this dataset in a research paper, please cite it using the following BibTeX:
@misc{ overhead-plane-detector_dataset,
title = { Overhead Plane Detector Dataset },
type = { Open Source Dataset },
author = { SkyBot Cam },
howpublished = { \url{ https://universe.roboflow.com/skybot-cam/overhead-plane-detector } },
url = { https://universe.roboflow.com/skybot-cam/overhead-plane-detector },
journal = { Roboflow Universe },
publisher = { Roboflow },
year = { 2022 },
month = { jan },
note = { visited on 2022-09-29 },
}