A study comparing object detection models using satellite images. The single-stage model works fast and the accuracy is not as bad. However, the accuracy for detecting small objects, such as cars, was low. If we hyperparameters-tuned it for small objects, we might be able to get a better performance with a single stage model, they said.
TL;DR
A study comparing object detection models using satellite images. The single-stage model works fast and the accuracy is not as bad. However, the accuracy for detecting small objects, such as cars, was low. If we hyperparameters-tuned it for small objects, we might be able to get a better performance with a single stage model, they said.
Why it matters:
Paper URL
https://arxiv.org/abs/2009.04857
Submission Dates(yyyy/mm/dd)
2020/09/10
Authors and institutions
Austen Groener, Gary Chern, Mark Pritt
Methods
Results
Comments