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Retrobituaries: Lincoln Perry, the First African American Movie Star

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Before the likes of Sidney Poitier and Denzel Washington, successful African American actors were hard to find in Hollywood. Lincoln Perry (1902-1985) is often credited as the world’s first African American movie star. Using the stage name Stepin Fetchit, he is also said to be the first Black actor to become a millionaire.

Born in Key West, Florida, Perry had a Jamaican father and Bahamian mother. His father, Joseph Perry, was a cigar wrapper and cook who sometimes sang and danced in minstrel shows. His mother, a devout Catholic, worked as a seamstress for a dentist’s family. As a young teenager, Perry sang and tap danced as a tent-show performer, traveling around the US with carnivals and medicine shows. In his twenties, Perry performed in Black vaudeville shows as one-half of a duo called “Step and Fetch It” (although he also claimed to have taken the name "Stepin Fetchit” from a racehorse). After he came to Los Angeles in the 1920s, a talent scout for Fox Studios offered him a screen test, which proved successful.

During his career, Perry appeared in more than 40 movies, such as 1929’s Hearts In Dixie, 1930’s A Tough Winter, and 1934’s Judge Priest. In one of his early roles, 1927’s silent film In Old Kentucky, Perry won audiences over by providing comic relief. He got a contract with Fox to appear in the studio’s films as a featured player. Credited as Stepin Fetchit, Perry pretended to be “The Laziest Man On Earth” (or sometimes “The Laziest Man In The World”) to make audiences laugh, and he played a similar character in multiple films.

Perry’s peak of fame and fortune was in the 1930s, when he became a millionaire. Newspapers, magazines, and tabloids featured articles on Perry and his extravagant lifestyle. He reportedly owned a dozen cars (including a pink Cadillac with his name in neon lights), wore expensive cashmere suits, and had 16 servants and chauffeurs. He also attended Hollywood parties with celebrities such as Will Rogers, John Wayne, Mae West, Shirley Temple and, later, Muhammad Ali.

Beginning in the 1930s, though, Americans (Black and White) and civil rights leaders harshly condemned Perry’s portrayals. Because he frequently played lazy, illiterate characters—often an aloof, slow, confused man with drooping eyes and rambling, incoherent speech—Perry was called out for promoting racist stereotypes. Criticized as a buffoon, an embarrassment, and a degrading caricature, Perry’s characters were seen as perpetuating the contemporary racist ideas of Black people as lazy, dumb, and unsophisticated.

At the time, the NAACP was working to get film studios to give equal pay and billing to Black and White actors, and to stop portraying Black people negatively. Perry tried to get equal pay and billing from Fox, but failed, and quit Hollywood by 1940. In 1947, he was bankrupt. His acting work was sporadic in the 1950s, 1960s, and 1970s. He died in 1985 in Los Angeles, at a hospital for members of the motion picture and television industry. 

Although many members of the Black community have viewed Perry’s contributions to cinema negatively, some of them take a more nuanced view. Jimmie Walker, a black comedian, said that he doesn’t think Stephin Fetchit is all bad. According to Walker, Perry created a funny character that actually functions as a subversive trickster. In films, Perry’s character would often outsmart White characters by pretending to be incompetent so that the White people would get impatient and end up doing the work themselves. Black film critic Mel Watkins has said that African Americans understood that Perry’s character had its origins in slaves resisting work, and found the humor in it.  

Because Perry was billed as Stepin Fetchit rather than as Lincoln Perry, audiences had a difficult time separating the actor from his character. In a 1968 interview, Fetchit said, “Just because Charlie Chaplin played a tramp doesn't make tramps out of all Englishmen, and because Dean Martin drinks, that doesn't make drunks out of all Italians … I was only playing a character, and that character did a lot of good.” Far from being lazy or stupid himself, Perry wrote regular columns for The Chicago Defender newspaper to share his experience in Hollywood.

In 1976, Perry got a Special NAACP Image Award for his accomplishments, and he has a star on the Hollywood Walk of Fame under the name Stepin Fetchit. Despite disagreements about Perry’s legacy, many agree that he opened a door for Black actors in Hollywood.

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