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Great group of former co-workers hiring in SF

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Computer vision in the field. http://www.abc15.com/news/state/security-camera-video-nabs-valley-burglar

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We are hiring ! for positions in Computer Vision (working on Deep Learning approaches with me), Data Science (we are very near to producing some fascinating and unique data from people's homes) and Embedded Systems (we have and end to end system from device to cloud to iOS and android). You can ping me directly if you have questions about the job postings or think you might be a fit but not sure how.

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Cool gigapixel hardware. Single simple lens. Per sensor local micro lens corrects local aberrations.

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Visualization of links between mathematical topics

**The network of mathematics**

Starting in the 1950s, Alexander Grothendieck revolutionized math by introducing many new concepts: schemes, stacks, motives, topoi and more. He wrote over 6000 pages! And then, after many quarrels with the mathematical establishment of France, he disappeared into the Pyrenees, where he now lives in seclusion.

The

**Stacks Project**is an open-source reference book with many authors which aims to explain a lot of the math Grothendieck and his collaborators created. It's currently 4000 pages long! You can download it as a single huge PDF file... but much better, you can read it on the web, and

*see how each result relies on previous ones!*

4 days ago, Pieter Belmans made this a lot more fun. You can now see beautiful

*pictures*of this enormous network of mathematics! For example, the picture below is everything leading up to "result 01WC" which says that “a locally projective morphism is proper”.

I don't even know what this means... but never mind. What's cool is that you can go to a page with this picture:

http://stacks.math.columbia.edu/tag/01WC/graph/force

and however your mouse over any dot and see the different results leading up to this one!

Someday, if civilization doesn't collapse, all math will be linked up this way. There will be tools to help you explore it, starting with the easy stuff - and links to videos where people explain the ideas! There may even be online cafes where you can hang out and talk to other travelers who are visiting the same branch of math:

**"Well, I came here because I was learning about Coxeter groups and someone told me I had to learn about root systems of Lie algebras. I plan to spend a few days here and then go back - do you want come along?"**

But even right now, people are already using these networks to study

*statistical properties of the structure of mathematics!*For example, Cathy O'Neil, aka "mathbabe", has gone through all 10,445 items in the Stacks Project. For each item, she looked at the graph like the one here. The nodes are the all the items on which the given item depends. The edges are the links between those items. Then she plotted the number of edges as a function of the number of nodes. You can see it here:

http://mathbabe.org/2013/07/31/analyzing-the-complexity-of-the-stacks-project-graphs/

What does it mean? Cathy has some ideas...

... but I think we're starting to see a new kind of metamathematics, where people use statistical methods to study the structure of mathematics itself. This is mathematics

*as actually done by people*, so it involves issues of taste and style. These are subjective things. But I suspect there are some features of math that are fairly independent of who is doing it. Maybe some theorems are 'important' in a fairly objective sense - important crossroads that most travelers tend to stop at. And someday we may understand why.

For more on the Stacks Project's new network visualization tools, read this blog article by Cathy O'Neil:

http://mathbabe.org/2013/07/30/the-stacks-project-gets-ever-awesomer-with-new-viz/

#networks

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Pretty impressive demo. Wish there was more info about the setup. The lab website has work on the high-speed camera + FPGA which could be doing the tracking and there is a saccade mirror "pupil shift" system.

http://www.k2.t.u-tokyo.ac.jp/vision/StandaloneHighspeedVisionSystem/index-e.html

http://www.k2.t.u-tokyo.ac.jp/mvf/SaccadeMirror/index-e.html

http://www.k2.t.u-tokyo.ac.jp/vision/StandaloneHighspeedVisionSystem/index-e.html

http://www.k2.t.u-tokyo.ac.jp/mvf/SaccadeMirror/index-e.html

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My son was super excited when I got home today. He had found a Lego book with an espresso machine and wanted to build one with me. Of course there were many unique parts in the example photo which we did not have.

So we made one 10000x better ! With water filtration and temperature and pressure gauges !

So we made one 10000x better ! With water filtration and temperature and pressure gauges !

Addiction ?

2 Photos - View album

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Awesome.

**An Aerial Photography Rig from the Early 1900s**

When photographer George Lawrence's early experiments with aerial photography resulted in him plummeting 200 feet in 1901, he came up with a special kite camera rig for capturing beautiful panoramas of the sky.

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James Turrell shows this summer. Rare opportunity to see his light and space works.

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