To provide precise data on bird populations' composition, density, and distribution. As part of the project's efforts, the 'BirdCollect' dataset was created and provides a comprehensive view of bird flock dynamics and species diversity in local areas. This rich dataset supports vision tasks, such as crowd counting, density estimation, segmentation, and species classification, to improve the understanding and conservation of bird populations.