Satellite Imagery for Deforestation Prediction using Deep Learning
N. Thulasi Chitra, R. Anusha, Sheetha Hemanth Kumar, D. Chandana, Ch. Harika, Vinay Kumar
Abstract
Deforestation has become a very big concern today. It affects the climate in an inconsiderable amount. We use advanced machine learning algorithms to detect deforestation in vulnerable places. The deforestation in these places will be detected and interpreted using advanced techniques. We use algorithms like detection and segmentation for identifying the lands which are deforested. If the amount of deforestation crosses a particular limit we will inform corresponding governmentagencies to take action against it.
Topics & Concepts
Deforestation (computer science)Satellite imageryComputer scienceSatelliteRemote sensingAction (physics)Artificial intelligenceGeographyEngineeringPhysicsAerospace engineeringQuantum mechanicsProgramming languageRemote Sensing and LiDAR ApplicationsAdvanced Neural Network ApplicationsRemote-Sensing Image Classification