Object detection using the Faster R-CNN Inception ResNet V2 1024x1024 model involves utilizing a deep learning architecture for accurate and efficient detection of objects in images. This model combines the power of Faster R-CNN and Inception ResNet V2 to achieve high precision and recall. With its input resolution of 1024x1024, it enables detailed and comprehensive object detection in diverse visual scenarios.