CLOSE
Original image
Coudal Partners

The Night Sky: 6 Hours of Stars

Original image
Coudal Partners

Recently, the folks at Coudal Partners headed to a remote location in Nevada, and took high-resolution 4k pictures of the night sky. All night. For two nights. They were trying to get a view that most Americans don't see -- what a moonless night sky looks like without the light pollution of big cities. The resulting video is not time lapse; it's what they call "anti-time lapse," a series of still photographs (long exposures) stitched together in order to give you a quasi-real-time view of the night sky. You can run this video on a monitor and glance over at it every few minutes, noticing how the stars have moved -- that's exactly what I'm doing today (and yes, my computer's fan is on full blast).

The Coudal Partners crew wrote up their notes on the process, explaining how exactly they managed to come up with six and a half hours of video of the night sky. Here's a sample snippet, emphasis added:

The upload to YouTube took roughly 15 hours and their first round of internal encoding (at 360p) took about that same amount of time as well. And then… nothing. The 360p version eventually bumped up to 480p, but still nowhere near the original resolution or even standard HD for that matter. From our early tests (uploading an hour at 4k), we knew it was a going to take a while to re-process, but as we rounded the bend toward day five with zero movement, we weren’t feeling entirely optimistic. We’d broken YouTube.

... Whatever format you happen to wind up watching, we hope you’ll enjoy a whole night’s sky beamed to you directly from Great Basin National Park, or just a handful of minutes, while you look for your favorite constellations.

Okay, ready for this? Below is the full video. Note that if you use Chrome, you can click the little "gear" icon in Chrome or Firefox and change the resolution to "original" which is 4k. Your monitor almost definitely cannot display 4k resolution, but...well, hey, it's neat, right? For virtually everybody, the 1080p is really just fine.

If you're not a YouTube fan, there's a Vimeo version (no 4k option though), an excellent writeup of how they made this, and the whole project was done to promote a series of paper notebooks. (I actually have one of their notebooks that I got in a gift bag at a conference -- it's nice. It's, you know, a notebook.)

You might also enjoy this moody, beautiful making-of video:

Field Notes: Night Sky Edition from Coudal Partners on Vimeo.

Original image
iStock // Ekaterina Minaeva
arrow
technology
Man Buys Two Metric Tons of LEGO Bricks; Sorts Them Via Machine Learning
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
arrow
technology
Here's How to Change Your Name on Facebook
Original image
iStock

Whether you want to change your legal name, adopt a new nickname, or simply reinvent your online persona, it's helpful to know the process of resetting your name on Facebook. The social media site isn't a fan of fake accounts, and as a result changing your name is a little more complicated than updating your profile picture or relationship status. Luckily, Daily Dot laid out the steps.

Start by going to the blue bar at the top of the page in desktop view and clicking the down arrow to the far right. From here, go to Settings. This should take you to the General Account Settings page. Find your name as it appears on your profile and click the Edit link to the right of it. Now, you can input your preferred first and last name, and if you’d like, your middle name.

The steps are similar in Facebook mobile. To find Settings, tap the More option in the bottom right corner. Go to Account Settings, then General, then hit your name to change it.

Whatever you type should adhere to Facebook's guidelines, which prohibit symbols, numbers, unusual capitalization, and honorifics like Mr., Ms., and Dr. Before landing on a name, make sure you’re ready to commit to it: Facebook won’t let you update it again for 60 days. If you aren’t happy with these restrictions, adding a secondary name or a name pronunciation might better suit your needs. You can do this by going to the Details About You heading under the About page of your profile.

[h/t Daily Dot]

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