Lab Notebook:
Lab Assignment: Assignment.pdf (Deadline: PR by End-of-Day Monday, 30.10.2023). Use the "Dataset" folder for your homework.
References:
- CIFAR-10: https://pytorch.org/vision/0.15/generated/torchvision.datasets.MNIST.html#torchvision.datasets.MNIST
- DataLoader: https://pytorch.org/docs/stable/data.html#torch.utils.data.DataLoader
- Dataset: https://pytorch.org/docs/stable/data.html#torch.utils.data.Dataset
- Datasets & DataLoaders example: https://pytorch.org/tutorials/beginner/basics/data_tutorial.html
- Pinning memory in DataLoaders: https://pytorch.org/docs/stable/notes/cuda.html#use-pinned-memory-buffers
- TorchVision transforms: https://pytorch.org/vision/stable/transforms.html
- TorchVision transforms getting started: https://pytorch.org/vision/main/auto_examples/transforms/plot_transforms_getting_started.html
- TorchVision examples: https://pytorch.org/vision/stable/auto_examples/transforms/plot_transforms_illustrations.html#sphx-glr-auto-examples-transforms-plot-transforms-illustrations-py
- Original dataset source: https://www.kaggle.com/datasets/amerii/spacenet-7-multitemporal-urban-development