Google Launches AI Platform That Looks Remarkably Like A Raspberry Pi

Google has promised us new hardware products for machine learning at the edge, and now it’s finally out. The thing you’re going to take away from this is that Google built a Raspberry Pi with machine learning. This is Google’s Coral, with an Edge TPU platform, a custom-made ASIC that is designed to run machine learning algorithms ‘at the edge’. Here is the link to the board that looks like a Raspberry Pi.

This new hardware was launched ahead of the TensorFlow Dev Summit, revolving around machine learning and ‘AI’ in embedded applications, specifically power- and computationally-limited environments. This is ‘the edge’ in marketing speak, and already we’ve seen a few products designed from the ground up to run ML algorithms and inference in embedded applications. There are RISC-V microcontrollers with machine learning accelerators available now, and Nvidia has been working on this for years. Now Google is throwing their hat into the ring with a custom-designed ASIC that accelerates TensorFlow. It just so happens that the board looks like a Raspberry Pi.

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Cylindrical LED Display Comes Full Circle

According to [makeTVee], his latest project started out as an experiment to see how well the LED matrix techniques he’s worked with in the past would translate to a cylindrical form factor. We’re going to go ahead and say that not only was the test a success, but that the concept definitely holds promise for displays that are both functional and aesthetically pleasing. This build stops a bit short of being a complete implementation, but what he has so far is very promising and we hope he continues fleshing it out.

A laser cutter was used to create the interlocking segments that make up the display’s frame, but we imagine you could pull off a similar design using 3D printed parts if you don’t have access to a laser. Strips of WS2812 LEDs are mounted along the inside of the cylinder so that each individual LED lines up with the center of a cell. To finish off the outside of the cylinder [makeTVee] used a thin wood veneer called MicroWOOD, which gives the LEDs a nice diffused glow. The wood grain in the veneer also provides an organic touch that keeps the whole thing from looking too sterile.

Of course, a display like this only works if you’ve got software to drive it. To that end, [makeTVee] has used pygame to create a simulator on his computer that shows what the display would look like if it were unrolled and flattened it out. This makes it a lot easier to create content, as you can see the whole display at once. He says the source for the new tool will be coming to GitHub soon, and we’re very interested in taking a look.

If this display looks familiar, it’s probably because a distinctly flatter version of it took the top spot in our “Visualize it with Pi” contest last year.

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Hydrogen Desk Cannon Is Fun With Electricity And Water

Water is a stable chemical, but with the addition of a little electricity, it can be split into its component parts. The result is just the right mix of H2 and O2 to convert back into water with a bang. [Peter Sripol] has built a charming desktop cannon in just such a way.

The build consists of a contact lens canister filled with a solution of water and potassium hydroxide. By running a DC current through this solution, oxyhydrogen is produced, which then passes through a flash arrestor and into a combustion chamber. Upon the chamber is affixed a rocket, which is propelled when the charge is lit by a piezoelectric ignitor.

The chemical side of the build was easy, but it took significant experimentation to get the rocket side of things working well. Eventually success was found by creating a blast cap out of paper and hot glue which allowed the energy of the blast to be more effectively transferred to the rocket body. With this in place, the cannon is capable of firing small paper rockets in excess of 20 feet.

With the brass and copper components mounted upon stained wood, this contraption would look beautiful on any desk and would be great for assailing one’s fellow coworkers. If your office doesn’t have an explosives policy yet, once you bring this in to work, it will soon. [Peter] uses similar technology in his Nerf blasters, too. Video after the break.

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Better Living Through Science: Why Your Kids Probably Aren’t Getting Measles

Oddly, there’s been a few recent outbreaks of measles. It struck me how when I was a kid, a few hundred kids getting measles wouldn’t have been news at all. However, even a handful makes the news now, since in 2000 the Center for Disease Control declared measles eradicated in the United States.

So how can an eradicated disease come back? How did we eradicate it to start with? The answers tell a pretty interesting tale of science applying to everyday life.

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3D Print Your Own Electric Screwdriver

For the odd job every now and then, a regular screwdriver does the job. However, in situations like a small production operation, it can quickly become uncomfortable to use. In these situations, an electric screwdriver is incredibly useful. There’s no need to rush out to the store, however – you can build one yourself, and [Electronoobs] did just that.

The build is simple, consisting of a series of cheap modules hooked up together. An 18650 battery provides power through a boost converter to an H-bridge motor controller, which allows the DC geared motor to be driven both forwards and backwards. There’s also a USB battery charge module, that allows the screwdriver to be recharged from a standard micro USB charger. It’s all neatly packaged in a 3D printed case with a couple of tactile buttons for forward and reverse operation.

It’s a testament to the quality of modern supply chains that one can assemble a usable tool like this at home from prepackaged modules. All the parts, including the bearing and drill chuck, were sourced from eBay.

We’ve seen servos repurposed into electric screwdrivers, too. Video after the break.

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“Good Code Documents Itself” And Other Hilarious Jokes You Shouldn’t Tell Yourself

Code documentation — is there anything more exciting than spending your time writing extensive comments? If I had to guess, your answer is probably somewhere along the lines of “uhm, yes, everything is more exciting than that”. Plus, requesting to document your code is almost like an insult to your well thought out design, this beautiful creation you implemented so carefully that it just has to be obvious what is happening. Writing about it is just redundant, the code is all you need.

As a result, no matter if it’s some open source side project or professional software development, code documentation usually comes in two flavors: absent and useless. The dislike for documenting ones code seems universal among programmers of any field or language, no matter where in the world they are. And it’s understandable, after all, you’re in it for the coding, implementing all the fun stuff. If you wanted to tell stories, you would have chosen a different path in life.

This reluctance has even formed whole new paradigms and philosophies claiming how comments are actually harmful, and anyone trying to weasel their way out of it can now happily rehash all those claims. But, to exaggerate a bit, we’re essentially villainizing information this way. While it is true that comments can be counterproductive, it’s more the fundamental attitude towards them that causes the harm here.

In the end, code documentation is a lot like error handling, we are told early on how it’s important and necessary, but we fail to understand why and instead grow to resent doing it again for that same old teacher, supervisor, or annoying teammate. But just like error handling, we are the ones who can actually benefit the most from it — if done right. But in order to do it right, we need to face some harsh truths and start admitting that there is no such thing as self-documenting code, and maybe we simply don’t understand what we’re actually doing if we can’t manage to write a few words about it.

So let’s burst some bubbles!

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Forget The Kiln, These Tiles Were Made On A Prusa

Where does your mind go when you think of 3D printed parts? Running off hard to find replacement components? Maybe spinning up a bespoke electronics enclosure? Occasionally the little boat that you can compare to the little boats of others online? All reasonable enough answers. But thanks to the work of [Matthew Wentworth], you might have a new mental image to associate with the smell of melting PLA: decorative Portuguese Azulejo tiles.

As difficult as it might be to believe, the tiles you’re seeing here weren’t made on some exotic ceramic printer, but a standard Prusa i3 MK3. Well, at least they started on the 3D printer. As you might have guessed, there’s a bit more involved than that.

That said, the idea is actually quite simple. The printed “tile” is just the base plate, plus the raised elements that will eventually be seen on the surface. Everything else is just a void, which naturally saves a lot on printing time and material. Once the print is done, premixed spackling paste is pushed into all of the open areas and the top is made as smooth as possible with a putty knife. The filled tile is then left to dry for 24 hours or so.

Once it’s dried, you take the tile outside and sand the top down with a palm sander (or by hand, if you have the patience). This not only smooths out the spackle, but eventually will expose and then smooth the top parts of the print. Once everything is nice and silky, it gets sprayed with a semi-gloss clear coat to both protect it and give it that authentic looking shine.

[Matthew] actually created his designs based on images of real Azulejo tiles he found online, but really any sort of image that has raised elements like this could be made to work. If anyone out there decorates their home with 3D printed Jolly Wrencher tiles, you know where to send the pictures. Interestingly, these aren’t the first tiles we’ve seen made out of plastic, but we’ve got to admit these ones would look quite a bit more appealing on your kitchen walls.