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Image Classification — Computer Vision From Scratch (pt. 5)

  • To use CUDA with PyTorch, make sure that you have an Nvidia GPU and install the CUDA toolkit.
  • PyTorch’s integration with CUDA is seamless and allows tensors and models to be moved to the GPU.
  • Training a computer vision model from scratch requires a dataset, and in this example, ImageNet-1k is used.
  • Using CUDA with PyTorch significantly reduces training times and enables handling larger, more complex datasets.

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