Pytorch data augmentation example PyTorch provides two data primitives: torch. The additional data examples should ideally have the same or “close” data distribution as the initial data. ColorJitter). PyTorch provides a wide range of built-in transforms that can be applied to the input data using the torchvision. pytorch_classification. fit, not for Model. Apr 26, 2025 ยท The torchvision. By exposing the model to a wider variety of examples, image augmentation helps it learn more robust features and improves its ability to generalize. Learn the Basics. preprocessing import TSStandardize nlp data-science machine-learning natural-language-processing ai ml artificial-intelligence augmentation adversarial-example adversarial-attacks Resources Readme In this repo, we implement an easy-to-use PyTorch sampler ImbalancedDatasetSampler that is able to. qbzjeqnvlbylgbulccxuxdxfkxaslglpazrnujcgjzydovvmyumfdznwukecbzfyejzxvjzvk