I apply deep learning object detection algorithms to identify and classify weaver bird nests in images. This research aims to enhance our understanding of weaver bird habitats and behaviours, contributing to wildlife conservation and ecological studies. It's an exciting endeavour that harnesses the power of computer vision to shed light on the recognition of bird nests.