Abstract The 6D pose estimation of an object from image is a central problem in many domains Computer Vision (CV) and researchers have struggled with this issue for several years. Traditional methods (1) leveraged on geometrical approaches, exploiting manually annotated local features, or (2) relied 2D representations different points view their comparisons the original image. two mentioned abo...