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14 Fun Vintage Carnival Pictures

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Did you know that February 26 is Carnival Day or that the 14th was not only Valentine’s Day, but also Ferris Wheel Day? Because February seems to be brimming with festive fair-time fun, let’s all celebrate with a look at vintage carnival pictures, courtesy of the Library of Congress.

Overall Views of the Grounds

While sideshows have largely been pushed out of the mainstream carnival business in modern times, in 1941, they were still quite popular as you can see in this great image of the Vermont State Fair taken by Jack Delano.

Some things do stay the same though, for example the beautiful lights that give fairgrounds that magical glow throughout the night. In 1939, Arthur Rothstein captured this lovely shot of the Octopus and Ferris Wheel lighting up the sky at a fair in Bozeman, Montana.

Similarly, here’s the Tilt-A-Whirl and the Ferris Wheel at night by Russell Lee from a carnival in Klamath Falls, Oregon, 1942.

The Rides Themselves

While carnivals are always adding new rides to their line up, it’s the classics that still draw the most attention. In fact, you might be surprised just how old some of your favorite rides actually are. The Ferris Wheel dates all the way back to 1893 and was created for the Chicago World’s Fair. Here it is being demonstrated at the St. Louis World’s Fair in 1904. After this display, the wheel was intentionally demolished with dynamite in 1906, which seems kind if silly to do to the first creation of its kind.

Within forty years, most of the classic rides we know and love were already standard at carnivals across the country. Here’s a Tilt-A-Whirl in use at the Imperial County Fair in California as photographed by Russell Lee in 1942.

Similarly, this swing ride, shot at the Vermont State Fair by Jack Delano in 1941, may not be as tall as some of the modern versions, but it’s the same basic concept.

Delano even captured this ride at the same fair, which is impressive because these bigger, more adventurous pendulum rides somehow still manage to seem so modern.

Even massive free fall rides are nothing new –although they certainly go a lot faster than this Life Savers Parachute Tower that was first displayed at the New York World’s Fair in 1939. Interestingly, while it was decommissioned for use in 1968, the ride was moved to Coney Island after the fair and remains an icon there even today.

It might not technically be a ride, and you might not see lines this long outside of a fair photo booth these days, but they’re still present at most local carnivals and still fairly popular with both families and couples just as they were when Russell Lee took this image in 1941.

People Enjoying a Day at the Fair

Ultimately though, the true measure of a good carnival really comes down to the happiness of the patrons visiting. In this way, you’ll often notice that aside from their hair styles and clothing, many of the happy faces in these vintage photos look like they could just as easily be taken at your local state fair last summer. Seventy years may have passed since Marion Wolcott photographed this young girl munching on a giant pile of cotton candy in Memphis, but the fluffy treat remains a staple of carnivals everywhere and a favorite of children of all ages.

Similarly, seeing a little girl help out her younger sibling on a carousel is just as sweet of an image as it was when Russell Lee took this image at the Imperial County Fair in California back in 1942.

Children are just as quick to lure their parents into buying them tickets for the fair rides as they were back in 1941, only getting a ride on the Merry-Go-Round for only 10 cents seems downright crazy these days. I wonder what photographer Russell Lee would think if he saw parents forking out $4 per ride on the carousel like they do nowadays.

While the landing platforms for Ferris Wheels are a little bigger these days, seeing two smiling girls debark from the ride just like these two, photographed by Arthur Rothstein in1942, is something that won’t take you long to spot at a modern county fair.

Of course, there are some things you won’t see at modern carnivals that used to be commonplace. Thanks to the lack of freak shows at most contemporary fairs, the number of barkers have dropped dramatically. They certainly did seem to add a bit of flavor to the fairgrounds, as you can see in this 1941 image by Jack Delano taken at the Vermont State Fair.

Do any of you have vintage photos from local fairs or carnivals taken by your parents or grandparents? If you happen to have them scanned and loaded in the computer, please feel free to share them in the comments. And for those of you who just can’t get enough of these great pictures, there are plenty more over at The Library of Congress website. Just search for “fair” or “carnival” and enjoy.

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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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8 Common Dog Behaviors, Decoded
May 25, 2017
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Dogs are a lot more complicated than we give them credit for. As a result, sometimes things get lost in translation. We’ve yet to invent a dog-to-English translator, but there are certain behaviors you can learn to read in order to better understand what your dog is trying to tell you. The more tuned-in you are to your dog’s emotions, the better you’ll be able to respond—whether that means giving her some space or welcoming a wet, slobbery kiss. 

1. What you’ll see: Your dog is standing with his legs and body relaxed and tail low. His ears are up, but not pointed forward. His mouth is slightly open, he’s panting lightly, and his tongue is loose. His eyes? Soft or maybe slightly squinty from getting his smile on.

What it means: “Hey there, friend!” Your pup is in a calm, relaxed state. He’s open to mingling, which means you can feel comfortable letting friends say hi.

2. What you’ll see: Your dog is standing with her body leaning forward. Her ears are erect and angled forward—or have at least perked up if they’re floppy—and her mouth is closed. Her tail might be sticking out horizontally or sticking straight up and wagging slightly.

What it means: “Hark! Who goes there?!” Something caught your pup’s attention and now she’s on high alert, trying to discern whether or not the person, animal, or situation is a threat. She’ll likely stay on guard until she feels safe or becomes distracted.

3. What you’ll see: Your dog is standing, leaning slightly forward. His body and legs are tense, and his hackles—those hairs along his back and neck—are raised. His tail is stiff and twitching, not swooping playfully. His mouth is open, teeth are exposed, and he may be snarling, snapping, or barking excessively.

What it means: “Don’t mess with me!” This dog is asserting his social dominance and letting others know that he might attack if they don’t defer accordingly. A dog in this stance could be either offensively aggressive or defensively aggressive. If you encounter a dog in this state, play it safe and back away slowly without making eye contact.

4. What you’ll see: As another dog approaches, your dog lies down on his back with his tail tucked in between his legs. His paws are tucked in too, his ears are flat, and he isn’t making direct eye contact with the other dog standing over him.

What it means: “I come in peace!” Your pooch is displaying signs of submission to a more dominant dog, conveying total surrender to avoid physical confrontation. Other, less obvious, signs of submission include ears that are flattened back against the head, an avoidance of eye contact, a tongue flick, and bared teeth. Yup—a dog might bare his teeth while still being submissive, but they’ll likely be clenched together, the lips opened horizontally rather than curled up to show the front canines. A submissive dog will also slink backward or inward rather than forward, which would indicate more aggressive behavior.

5. What you’ll see: Your dog is crouching with her back hunched, tail tucked, and the corner of her mouth pulled back with lips slightly curled. Her shoulders, or hackles, are raised and her ears are flattened. She’s avoiding eye contact.

What it means: “I’m scared, but will fight you if I have to.” This dog’s fight or flight instincts have been activated. It’s best to keep your distance from a dog in this emotional state because she could attack if she feels cornered.

6. What you’ll see: You’re staring at your dog, holding eye contact. Your dog looks away from you, tentatively looks back, then looks away again. After some time, he licks his chops and yawns.

What it means: “I don’t know what’s going on and it’s weirding me out.” Your dog doesn’t know what to make of the situation, but rather than nipping or barking, he’ll stick to behaviors he knows are OK, like yawning, licking his chops, or shaking as if he’s wet. You’ll want to intervene by removing whatever it is causing him discomfort—such as an overly grabby child—and giving him some space to relax.

7. What you’ll see: Your dog has her front paws bent and lowered onto the ground with her rear in the air. Her body is relaxed, loose, and wiggly, and her tail is up and wagging from side to side. She might also let out a high-pitched or impatient bark.

What it means: “What’s the hold up? Let’s play!” This classic stance, known to dog trainers and behaviorists as “the play bow,” is a sign she’s ready to let the good times roll. Get ready for a round of fetch or tug of war, or for a good long outing at the dog park.

8. What you’ll see: You’ve just gotten home from work and your dog rushes over. He can’t stop wiggling his backside, and he may even lower himself into a giant stretch, like he’s doing yoga.

What it means: “OhmygoshImsohappytoseeyou I love you so much you’re my best friend foreverandeverandever!!!!” This one’s easy: Your pup is overjoyed his BFF is back. That big stretch is something dogs don’t pull out for just anyone; they save that for the people they truly love. Show him you feel the same way with a good belly rub and a handful of his favorite treats.

The best way to say “I love you” in dog? A monthly subscription to BarkBox. Your favorite pup will get a package filled with treats, toys, and other good stuff (and in return, you’ll probably get lots of sloppy kisses). Visit BarkBox to learn more.

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