Dr. Raian Maretto talks about his work on developing tools to map deforestation using Machine Learning.

Disclaimer: The development of softwares and techniques disclosed in the video was carried by Dr. Raian Maretto during his PhD studies at the National Institute for Spatial Research (INPE) in Brazil and continuous to be developed by Dr. Maretto in a collaboration between the ITC Faculty and INPE.

Chapters:
00:00 Introduction
00:13 Why do we need to map deforestation
01:08 How can deforestation data help
01:23 Why use machine learning to map deforestation
02:46 Example of algorithm to map deforestation
05:57 Accuracy of deforestation algorithms
07:20 Why reaching high accuracy is important before making it operational
09:00 Can we ever reach 100% accuracy?
09:33 How far are we to make this o

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Twitter:   / rvmaretto  

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