180 degree rotation is usually not included in augmentation because it hurts performance in upright images. You can do it, but if you want high benchmark scores

180 degree rotation is usually not included in augmentation because it hurts performance in upright images. You can do it, but if you want high benchmark scores it's better to limit rotation augmentation to smaller amounts, usually less than 45 degrees.