Numerous bird species have become extinct because of anthropogenic activities and climate change. The destruction habitats at a rapid pace is significant threat to biodiversity worldwide. Thus, monitoring the distribution identifying elements that make up region are essential for designing conservation stratagems. However, from images complicated tedious task owing interclass similarities fine-...