Hi Kyaw,

The article provides a glimpse of the possibilities of using CNN for land cover classification. For sure a fine tuned CNN provides better results than conventional algorithms.

Feel free to look into the research paper tha i published.

https://scholar.google.com/citations?view_op=view_citation&hl=en&user=USshc9wAAAAJ&citation_for_view=USshc9wAAAAJ:9yKSN-GCB0IC