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Image classification in Galaxy with MNIST handwritten digits dataset

Kaivan Kamali


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    <dct:title>Image classification in Galaxy with MNIST handwritten digits dataset</dct:title>
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    <dct:description>&lt;p&gt;Credit:&amp;nbsp;Y. LeCun, L. Bottou, Y. Bengio, and P. Haffner. &amp;quot;Gradient-based learning applied to document recognition.&amp;quot;&amp;nbsp;Proceedings of the IEEE, 86(11):2278-2324, November 1998&lt;br&gt; &lt;br&gt; This is a subset of MNIST handwritten digits dataset (http://yann.lecun.com/exdb/mnist/). Training data of composed of 12,000 images of digits 0 to 9. Test data is composed of 6,000 images of digits 0 to 9 (Original dataset has 60,000 training and 10,000 testing images. We are using a subset for a Galaxy tutorial, so the training is not too computationally intensive). Images are grayscale and 28 by 28 pixels. Each pixel has a value between 0 and 255 (0 for color black, 255 for color white, and all other values for different shades of gray).&amp;nbsp; &amp;nbsp;&lt;/p&gt;</dct:description>
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