Mnist_transformation_test_dataset
- Citation Author(s):
- Submitted by:
- Zihang He
- Last updated:
- DOI:
- 10.21227/r1jn-zf11
- Data Format:
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Abstract
Our dataset includes three parts: MNIST-rot, MNIST-scale, and MNIST-rand.
MNIST-rot is generated by randomly rotating
each sample in the MNIST testing dataset in $[0,2\pi]$.
We generated MNIST-scale by randomly scaling
the ratio of the area occupied by the symbol over that of the entire image by a factor
in $[0.5,1]$, and generated MNIST-rand by scaling and
rotating images in MNIST testing dataset simultaneously.
Instructions:
Once you download our dataset, use 'tar zxvf FileName.tar' in
Linux system to get the real jpgs inside this file
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