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 in the 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. Mostly, a web application or mobile application will be developed to display the result of the classification model. This paper presents the implementation details of bird species identification using a Convolutional Neural Network.