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Birds are ecological indicators, and they react swiftly to changes in the environment. As a result, it is critical to classify birds in order to comprehend ecological issues. Manual categorization of birds may be done by domain specialists, but owing to the massive growth of data, it has become a laborious and time-consuming procedure. This is where artificial intelligence-based categorization becomes crucial.

Birds help us to detect other organisms in the environment (e.g. insects they feed on) easily as they respond quickly to the environmental changes [2]. But, gathering and collecting information about birds requires huge human effort as well as becomes a very costlier method. In such a case, a reliable system that will provide large-scale processing of information about birds and will serve as a valuable tool for researchers, governmental agencies, etc. is required. So, bird species identification plays an important role in identifying that a particular image of bird belongs to which species. Bird species identification means predicting the bird species belongs to which category by using an image.

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