CLOSE
Original image
iStock

How Often You Should Do 12 Household Chores

Original image
iStock

Ah, spring cleaning: the most daunting of seasonal rituals. Scouring the bathroom tiles and organizing your closet may be a drag, but if you stay on top of your weekly and monthly chores, keeping your home fresh and tidy will be a much more manageable feat. Here’s how often you should tackle 12 household tasks.

1. CLEAN YOUR MICROWAVE // WEEKLY

Many people think the heat in the microwave will kill all the germs and bacteria in the food you're heating, but this isn’t the case, says Mitrovic, founder of the cleaning service Uber Clean House in Melbourne, Australia. “It’s important to properly clean your microwave at least once a week,” Mitrovic recommends. Do this by microwaving a large cup of water, vinegar, and a chopped-up lemon until the solution boils and steams the window.

2. CLEAN YOUR KITCHEN RANGE HOOD // DAILY

You should wipe down the hood as part of your daily kitchen routine, says Harriet Jones, cleaning supervisor with Go Cleaners London. “However, you can clean the filter monthly—the more frequently you clean the filter, the easier it will be,” Jones says.

3. CHANGE YOUR SHEETS // WEEKLY

Sweat, dust mites, and dirt accumulate very quickly, especially since you’re typically lying on those sheets for eight hours every night, says Becky Rapinchuk, author of Simply Clean and blogger at CleanMama.net. The sheets should be washed using hot water (130 to 150°F) and a hot dryer cycle to kill the germs.

4. INSPECT YOUR DRYER VENTS // ANNUALLY

It’s important to inspect and clean the vents—and replace them if necessary—because they accumulate lint that is highly flammable and can cause a fire, Jones says. Depending on the number of people in your family and the dryer’s use, you may need to do this more frequently than once per year.

5. WASH YOUR PILLOWS // EVERY SEASON

Your pillowcases put a barrier between you and your pillows, but they still collect sweat, saliva, and other body fluids, says Nic Croughan, interiors expert at Custom Curtains in the United Kingdom. Wash instructions will vary by pillow (is it down, synthetic, or memory foam?), so check the manufacturer's instructions before throwing in the washing machine or dryer.

6. CLEAN YOUR REFRIGERATOR // EVERY OTHER WEEK

To avoid moldy food build-up (and so you don’t completely forget what’s in there), it’s important to give your fridge the attention it deserves, says Tova Weinstock, a professional organizer and cleaning enthusiast based in Brooklyn. “Also, fridges get dirty from spills, loose food particles, and even dust,” Weinstock says.

7. CLEAN YOUR WINDOW TREATMENTS // AS NEEDED

Wooden and Venetian blinds require a weekly dusting, while fabric curtains can get away with being washed annually—the exception being if your window dressing is in a particularly damp space, such as in the bathroom or above a sink. Then you'll need to clean it more often, advises Croughan. “We recommend using steam as an effective cleaning method, and if your curtains are very expensive, turn to a professional,” Croughan says.

8. CLEAN YOUR OVEN // EVERY FOUR TO SIX MONTHS

Accumulated grease and grime over time will cause the oven to use more power when it's turned on, which will lead to higher bills, says Lauren Haynes, cleaning expert with Star Domestic Cleaners. It can also ruin the taste of the food, she says.

9. WASH YOUR TOWELS // EVERY THREE OR FOUR USES

After drying off, it’s best to leave your towel in a well-ventilated place so that it can air-dry completely, Jones says. This will keep the bacteria at bay for a couple uses—but then it's time to throw your towel in the wash.

10. CLEAN YOUR TOILET // WEEKLY

It’s estimated that there are nearly 50 bacteria per square inch on the seat of the toilet, Jones says. To deep clean your toilet, cleaning expert Leslie Reichert tells TODAY that you should turn off the water to your toilet and give it a flush to completely empty the bowl of water. Then sprinkle a homemade baking-soda-based cleaning solution (or a store-bought toilet cleaner) into the toilet bowl and give it a good scrub with a scrubby sponge (while wearing gloves, of course!). Then add a cup of distilled white vinegar and allow to sit for one hour.

11. CLEAN YOUR FAN VENTS // MONTHLY

Dust, pollen, and other allergens can block the vents, Jones says. “If you have any refurbishment work done, you definitely need to clean, or at least inspect, the vents, as construction work spreads sawdust throughout the house, which can cause increased suffering of people with allergies or asthma,” she says.

12. CLEAN YOUR COUCH // ANNUALLY

“Along with brightening its appearance, regular cleaning will eliminate bacteria rooted deep in the furniture’s fibers, and leave your couch smelling fresh,” Jones says. “Cleaning your upholstery will also reflect on the air quality and will reduce the risk of mold and mildew growing.” If it's been a while since you've had your upholstered furniture cleaned (or if you never have), it might be worth investing in a professional cleaning.

All images courtesy of iStock.

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

Original image
iStock
Sponsor Content: BarkBox
arrow
8 Common Dog Behaviors, Decoded
May 25, 2017
Original image
iStock

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.

SECTIONS
BIG QUESTIONS
BIG QUESTIONS
WEATHER WATCH
BE THE CHANGE
JOB SECRETS
QUIZZES
WORLD WAR 1
SMART SHOPPING
STONES, BONES, & WRECKS
#TBT
THE PRESIDENTS
WORDS
RETROBITUARIES