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Scenes From the 1908 London Olympic Marathon

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Getty Images

In honor of today's Olympic marathon, here's a look back at the origin of the race, plus an explanation of the whole ".2" business.

Olympic Marathon, 1908 London Games/

In 490 BC, a soldier named Pheidippides supposedly ran from the battlefield at Marathon to the city of Athens to alert the troops of a Greek victory. He then died of exhaustion, becoming the first of the estimated eight-per-1,000,000 marathon-related casualties.

While some scholars argue that the story of Pheidippides is merely historical myth, he does appear in a number of incidents in recorded history. Herodotus mentions a professional running courier named Pheidippides in his account of the Battle of Marathon, but says he ran from Athens to Sparta. Other historical accounts by Plutarch and Lucian in the 1st and 2nd centuries, respectively, tell the story of a runner by a different name who ran from Marathon to Athens.

Olympic Marathon, 1908 London Games/Getty Images

Our modern understanding of the figure comes from the 1878 poem “Pheidippides” by Robert Browning, which was most likely a composite of the runner mentioned by Herodotus and that of the two latter historians.

The modern marathon is entirely a creation of the organizers of the inaugural Athens Olympics in 1896, who used Pheidippides' legend as inspiration for a headline-grabbing gimmick. Runners followed a 24.85-mile (40-km) route beginning in Marathon and ending at the site of a stadium used in ancient times. This course was repeated in the 2004 Athens Olympics, and again in 2010 when 10,000 runners commemorated the 2,500th anniversary of Pheidippides’ trek. Cartographers and historians now theorize that his run was actually closer to 20 miles.

Why Is the Modern Marathon 26.2 Miles?

The 1908 Summer Games were initially awarded to Rome. There was concern that Italy wouldn’t be able to host the Olympics due to economic problems, but when Mt. Vesuvius erupted in 1906 and the country needed to rebuild the ravaged area, the Italian government requested that the Games be relocated. London took on the challenge of setting up shop on short notice, and subsequently changed the marathon forever.

The British Royal Family wanted the race to begin beneath the windows of the nursery at Windsor Castle and finish opposite the royal viewing box at the Olympic stadium. A few hundred yards were tacked on to accommodate the request, and the marathon would later be standardized at that distance—26 miles and 385 yards.

More Photos From the 1908 London Olympic Marathon

Doctors examine athletes before the race.

Runners enter Windsor Castle for the start of the 1908 Olympic Marathon. Getty Images

And they're off! Getty Images

Spectators climb trees in Wormwood Scrubs for a better view. Getty Images

Dorando Pietri of Italy is leading as he approaches the end of the race. Getty Images

Dorando Pietri, on the verge of collapse, is helped across the finish line. He was subsequently disqualified. Getty Images

U.S. athlete Johnny Hayes finished second, but was declared the winner. Getty Images

Hayes is carried by teammates after his victory. Getty Images

Pietri of Italy is taken away in a stretcher. Getty Images

Queen Alexandra presents Pietri a special Gold Cup after he was disqualified. Getty Images

Pietri and his Gold Cup. Getty Images

Johnny Hayes (left) and Dorando Pietri. Getty Images

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iStock // Ekaterina Minaeva
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Man Buys Two Metric Tons of LEGO Bricks; Sorts Them Via Machine Learning
May 21, 2017
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iStock // Ekaterina Minaeva

Jacques Mattheij made a small, but awesome, mistake. He went on eBay one evening and bid on a bunch of bulk LEGO brick auctions, then went to sleep. Upon waking, he discovered that he was the high bidder on many, and was now the proud owner of two tons of LEGO bricks. (This is about 4400 pounds.) He wrote, "[L]esson 1: if you win almost all bids you are bidding too high."

Mattheij had noticed that bulk, unsorted bricks sell for something like €10/kilogram, whereas sets are roughly €40/kg and rare parts go for up to €100/kg. Much of the value of the bricks is in their sorting. If he could reduce the entropy of these bins of unsorted bricks, he could make a tidy profit. While many people do this work by hand, the problem is enormous—just the kind of challenge for a computer. Mattheij writes:

There are 38000+ shapes and there are 100+ possible shades of color (you can roughly tell how old someone is by asking them what lego colors they remember from their youth).

In the following months, Mattheij built a proof-of-concept sorting system using, of course, LEGO. He broke the problem down into a series of sub-problems (including "feeding LEGO reliably from a hopper is surprisingly hard," one of those facts of nature that will stymie even the best system design). After tinkering with the prototype at length, he expanded the system to a surprisingly complex system of conveyer belts (powered by a home treadmill), various pieces of cabinetry, and "copious quantities of crazy glue."

Here's a video showing the current system running at low speed:

The key part of the system was running the bricks past a camera paired with a computer running a neural net-based image classifier. That allows the computer (when sufficiently trained on brick images) to recognize bricks and thus categorize them by color, shape, or other parameters. Remember that as bricks pass by, they can be in any orientation, can be dirty, can even be stuck to other pieces. So having a flexible software system is key to recognizing—in a fraction of a second—what a given brick is, in order to sort it out. When a match is found, a jet of compressed air pops the piece off the conveyer belt and into a waiting bin.

After much experimentation, Mattheij rewrote the software (several times in fact) to accomplish a variety of basic tasks. At its core, the system takes images from a webcam and feeds them to a neural network to do the classification. Of course, the neural net needs to be "trained" by showing it lots of images, and telling it what those images represent. Mattheij's breakthrough was allowing the machine to effectively train itself, with guidance: Running pieces through allows the system to take its own photos, make a guess, and build on that guess. As long as Mattheij corrects the incorrect guesses, he ends up with a decent (and self-reinforcing) corpus of training data. As the machine continues running, it can rack up more training, allowing it to recognize a broad variety of pieces on the fly.

Here's another video, focusing on how the pieces move on conveyer belts (running at slow speed so puny humans can follow). You can also see the air jets in action:

In an email interview, Mattheij told Mental Floss that the system currently sorts LEGO bricks into more than 50 categories. It can also be run in a color-sorting mode to bin the parts across 12 color groups. (Thus at present you'd likely do a two-pass sort on the bricks: once for shape, then a separate pass for color.) He continues to refine the system, with a focus on making its recognition abilities faster. At some point down the line, he plans to make the software portion open source. You're on your own as far as building conveyer belts, bins, and so forth.

Check out Mattheij's writeup in two parts for more information. It starts with an overview of the story, followed up with a deep dive on the software. He's also tweeting about the project (among other things). And if you look around a bit, you'll find bulk LEGO brick auctions online—it's definitely a thing!

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Opening Ceremony
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These $425 Jeans Can Turn Into Jorts
May 19, 2017
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Opening Ceremony

Modular clothing used to consist of something simple, like a reversible jacket. Today, it’s a $425 pair of detachable jeans.

Apparel retailer Opening Ceremony recently debuted a pair of “2 in 1 Y/Project” trousers that look fairly peculiar. The legs are held to the crotch by a pair of loops, creating a disjointed C-3PO effect. Undo the loops and you can now remove the legs entirely, leaving a pair of jean shorts in their wake. The result goes from this:

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Opening Ceremony

To this:

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Opening Ceremony

The company also offers a slightly different cut with button tabs in black for $460. If these aren’t audacious enough for you, the Y/Project line includes jumpsuits with removable legs and garter-equipped jeans.

[h/t Mashable]

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