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Bifrost lets you generate data of rare objects and events s o you can create balanced datasets and robust AI models. Configure data for new deployments Choose from a range of locations, scenes, objects, and sensors. We will be using the VOC segmentation data from the torchvision.datasets package. This dataset consists of outlined images with 20 object classes. This website uses cookies and other tracking technology to analyse traffic, personalise ads and learn how we can improve the experience for our visitors and customers. On-par performance with standard CNNs (ImageNet, CIFAR-10, MNIST, and Pascal VOC) References Felix Juefei-Xu , Vishnu Naresh Boddeti , and Marios Savvides, Perturbative Neural Networks , in Proceedings of the IEEE Computer Vision and Pattern Recognition (CVPR) , 2018.