Identification of bird species is an important task in biodiversity preservation and ecosystem maintenance. Birds also help in various activities like agriculture, landscape formation, coral reef formation, etc. Identification and observation of the bird species is a vital task in ecology. Due to the development inthe field of machine learning, the automatic classification of bird species has been made simple. The advancements in technology led to the development of various bird species classification systems.