Create README.md

README.md

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+This is an upload of `imagenet_resized/64x64` from [tensorflow datasets](https://www.tensorflow.org/datasets/catalog/imagenet_resized), (but shuffled before uploading).
+
+The homepage of imagenet_resized is: https://patrykchrabaszcz.github.io/Imagenet32/
+
+imagenet_resized is a derivative of imagenet (and also available to download from there): https://image-net.org/index.php
+
+> Warning: The integer labels used are defined by the authors and do not match those from the other ImageNet datasets provided by Tensorflow datasets. See the original label list, and the labels used by this dataset. Additionally, the original authors 1 index there labels which we convert to 0 indexed by subtracting one.
+
+— From the tensorflow datasets [page](https://www.tensorflow.org/datasets/catalog/imagenet_resized).
+
+The data in this dataset is of the format:
+
+```
+{
+    "image": Array3D(shape=(64, 64, 3), dtype="uint8"),
+    "label": Value(dtype="int32"),
+}
+```
+
+- There are 1,281,167 samples in the train split.
+- There are 50,000 samples in the validation split.
+