Browse » Aerial

Top Aerial Datasets

Roboflow hosts the world's biggest set of open source aerial imagery datasets and pre-trained computer vision models. Captured from satellites, planes, and drones, these projects can help you find objects of interest in overhead photos.

For more information: https://roboflow.com/solutions/aerial

This project labels solar panels collected via a DJI Mavic Air 2 flying over Rancho Santa Fe, California in August 2022. Both rooftop and backyard solar panels are labeled. It was used as the basis for the Using Computer Vision with Drones for Georeferencing blog post and the open source DJI aerial georeferencing project.

53 images labeled with 267 polygons were used to train a computer vision model to detect solar panels from above. It's a demonstration of collecting and annotating data from a drone video and using that to train a machine learning model.