Ben Chuanlong Du's Blog

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Tensor Transformations in TorchVision

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  1. Transformations in torchvision.transforms work on images, tensors (representing images) and possibly on numpy arrays (representing images). However, a transformation (e.g., ToTensor) might work differently on different input types. So you'd be clear about what exactly a transformation function does. A good practice is to always convert your non-tensor input data to tensors using the transformation ToTensor