Now Torchvision has VOC dataset implemented 81, but it’s not that user friendly. Specifically, it doesn’t allow co-transform (data augmentation such as rotation and scaling) and separate transforms (normalization on images) to exist at the same time (raise an error here 7). Many good third-party implementations like this one 79.