add hardware guide for bioimage analysis

[jackyko1991]

brief hardware guide for bioimage analysis

[haesleinhuepf]

Hi @jackyko1991 ,

thanks for sending this! Before I read through this in very detail, can you confirm that you hold the copyright for the figures?

Edit: One more thing: The text does not really give advice how to choosing the Optimal Computer and Operating System. But the headline promises so...

Thanks!

Best, Robert

[jackyko1991]

Hi @haesleinhuepf I have updated the figures to guarantee copyright.

A hardware comparison table is added for quick reference to different hardware types.

[jackyko1991]

@haesleinhuepf I think the hardware part may be less relevant to beginners but still serves as a good reference to intermediate to advance level bioimage analysts. I have moved the article out of the beginning and put it in a separate "hardware" folder.

For better readability, I split it into several pages. Hope it helps.

Not quite sure shell scripting is needed for this page to focus on python coding. Yet in my analysis experience, bash coding is essential for analysis task automation and advancing to more complex bioimage analysis. So I keep the section under advanced python.

My idea is to allow this teaching material to not just Windows users but a boarder audience using different OSs. To accommodate cross-platform compatibility using bash convention is advantageous. Let me know if my though meet the page's intention.

[jackyko1991]

@haesleinhuepf All of the technical terms are removed. An example notebook of tensor core running is added.

If you think NPU is still too out of context for beginners I can move it away.