• 5 min read
Identify Solar Panels in Aerial Imagery with Computer Vision
Learn how to identify solar panels in aerial imagery with computer vision.
• 9 min read
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.
• 10 min read
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.
• 10 min read
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, measuring the world around us required time-intensive human monitoring and measurement by a small number of expert scientists. Thanks to
• 5 min read
Detect and Segment Oil Spills Using Computer Vision
An oil spill in the sea is a devastating environmental incident that occurs when oil is released into the marine environment. Oil spills pose significant threats to marine ecosystems, wildlife, and coastal communities, and they can have long-lasting and far-reaching consequences.
Due to the logistical difficulties in getting to impacted
• 7 min read
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.
• 8 min read
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 is in an image, not where it is on the globe.
To get the objects' GPS position, you need
• 3 min read
Image Augmentations for Aerial Datasets
Learn how to apply image augmentations to aerial datasets for use in training computer vision models.
• 1 min read
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 with water before it gets out of control.
It's all part of a project he's working
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