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Multi-bounding box labeling fix while also preserving order; All-on-one Ubuntu 16.04 server instructions #1984

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@rwfilice rwfilice commented Mar 5, 2018

Pull request #1680 elegantly fixes the problem where bounding boxes don't match the key in multi-class object detection problems, but I liked preserving the order of the classes in the key as well so I created this somewhat more complex fix that creates an ordered list prior to passing the information to the html template so one can rely on the indexing to get color and class.

The BuildDigits.md file is simply added because I've now build DIGITS on Ubuntu 16.04 servers several times and I've assembled this all-in-one guide which I've found works pretty reliably and is helpful in case others would like to use it.

Modified to include my experience installing DIGITS on Ubuntu server 16.04 with full instructions
updated cudnn install instructions
Modified the method in which the bounding boxes are passed to the html template such that they are stored in a sorted array rather than an inherently unsorted javascript object. Under the previous version with the unsorted javascript object, the key for the bounding boxes below the image would be incorrectly labeled because the label and color relied on the index in a presumed sorted object.
Removing debug lines
@rwfilice rwfilice changed the title Multi-bounding box labeling fix while also preserving order Multi-bounding box labeling fix while also preserving order; All-on-one Ubuntu 16.04 server instructions Mar 5, 2018
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