Satellite Imagery for Deforestation Prediction using Deep Learning
- Resource Type
- Conference
- Authors
- Chitra, N.Thulasi; Anusha, R.; Kumar, Sheetha Hemanth; Chandana, D.Siri; Harika, Ch.; Kumar, V.Uday
- Source
- 2021 5th International Conference on Intelligent Computing and Control Systems (ICICCS) Intelligent Computing and Control Systems (ICICCS), 2021 5th International Conference on. :522-525 May, 2021
- Subject
- Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Robotics and Control Systems
Signal Processing and Analysis
Training
Image segmentation
Satellites
Machine learning algorithms
Computational modeling
Computer architecture
Forestry
Deforestation
satellite images
deep learning
- Language
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.