Aerial Imagery

Identify Solar Panels in Aerial Imagery with Computer Vision

Learn how to identify solar panels in aerial imagery with computer vision.

Occupancy Analytics with Computer Vision

Computer vision can be used to understand videos for real-time analytics and automatically gather information about complex physical environments.

Aerial Fire Detection with Drone Imagery and Computer Vision

In this article, Timothy Malche shows the steps he followed to build an aerial fire detection system with drone imagery and computer vision.

How to Use Computer Vision for Environment Monitoring

This article was contributed to the Roboflow blog by Abirami Vina. Measuring changes to our environment is an important part of understanding progress made toward a more sustainable world. Historically,

Detect and Segment Oil Spills Using Computer Vision

The article below was contributed by Timothy Malche, an assistant professor in the Department of Computer Applications at Manipal University Jaipur. Introduction An oil spill in the sea is a

Computer Vision Assisted Structural Damage Inspection Using Drones

In this post, Timothy Malche walks through how to inspect structural damage with computer vision and drones.

Using Computer Vision with Drones for Georeferencing

You can extract information about objects of interest from satellite and drone imagery using a computer vision model, but a machine learning model will only tell you where an object

Image Augmentations for Aerial Datasets

When creating computer vision models, data augmentation can improve model performance with an existing image dataset. Image augmentation increases the size and variability of a dataset, thereby improving model generalizability.

Fighting Wildfires with Computer Vision

Abhishek Ghosh is training a computer vision model to detect the first signs of smoke from a forest fire with the ultimate hope of dispatching a drone to douse it