This repository covers the complete workflow of object detection using Detectron2. It includes theoretical understanding, dataset annotation and COCO conversion, model training and evaluation, inference on new images, and an end-to-end wildlife monitoring pipeline addressing real-world challenges like occlusion and low-light detection.