Hummingbirds, 3D Printing, And Deep Learning

August 31, 2018 by Ben James 15 Comments

Setting camera traps in your garden to see what local wildlife is around is quite popular. But [Chris Lam] has just one subject in mind: the hummingbird. He devised a custom setup to capture the footage he wanted using some neat tech.

To attract the hummingbirds, [Chris] used an off-the-shelf feeder — no need to re-invent the wheel there. To obtain the closeup footage required, a 4K action cam was used. This was attached to the feeder with a 3D-printed mount that [Chris] designed.

When it came to detecting the presence of a hummingbird in the video, there were various approaches that could have been considered. On the hardware side, PIR and ultrasonic distance sensors are popular for projects of this kind, but [Chris] wanted a pure software solution. The commonly used motion detection libraries for this type of project might have fallen over here, since the whole feeder was swinging in the air on a string, so [Chris] opted for machine learning.

A RESNET architecture was used to run a classification on each frame, to determine if the image contained a hummingbird or not. The initial attempt was not greatly successful, but after cropping the image to a smaller area around the feeder, classification accuracy greatly increased. After a bit of FFmpeg magic, the selected snippets were concatenated to make one video containing all the interesting parts; you can see the result in the clip after the break.

It seems that machine learning and wildlife cams are a match made in heaven. We’ve already written about a proof-of-concept project which identifies different animals in the footage when motion is detected.

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3D Printed Magnetic Dust Port Keeps Shop Clean

August 29, 2018 by Tom Nardi 33 Comments

Too often we hear that 3D printing is at best only a way for making prototypes before you invest in “real” manufacturing. At worst, it’s a way to make little toys for your desk or cubicle. The detractors say that 3D printing doesn’t lend itself to building practical devices, and even if you do manage to print something useful, you probably could have made it faster or better with more traditional manufacturing methods. So naturally we’re especially excited when we see a printed design that manages to buck both criticisms at once.

Not only does this magnetic dust port connector created by [Taylor Landry] have a clear practical purpose, but its design largely defies normal construction techniques. It consists of two flanges, sized for common 4″ flexible ducting, which feature embedded magnets on the faces.

This allows the two sides of the coupling to easily be connected and disconnected without relying on threads or a friction fit. Not only would threads likely get caked with sawdust, but the magnetic connection allows the coupling to release in the event somebody trips on the duct or the tool is moved.

Currently only one type of coupling is available, but [Taylor] says he’s looking at adapting the design to other tools. He also mentions that the magnets he’s currently using are a custom size he had left over from a previous project, so if you’re looking to replicate the design you might need to tweak the magnet openings. Luckily, he’s provided the STEP files so you don’t have to hack the STL.

A quick connect dust port like the one [Taylor] has come up with seems like it would be a perfect addition to the whole-shop dust collection systems we’ve covered in the past. In fact, it might not even be the only 3D printed component in the system.

Empty Can Upcycled Into Portable Speaker

August 28, 2018 by Tom Nardi 26 Comments

We aren’t suggesting you go digging through the trash looking for empty cans, but if you’ve already got some empty cans in the privacy of your own home, you could certainly do worse than turning them into unique enclosures for your electronics projects. Better than sitting in the landfill, surely.

This hack from [Robin Hartley] turns an empty Cadbury hot chocolate can into a portable speaker that’s sure to get some attention. But don’t be fooled: a surprisingly amount of engineering went into this project in the form of a 3D printed structure on the inside of the can. Even if you aren’t big on the idea of putting your next project into a piece of literal trash, there’s something to be said for how professionally everything fits together in this build.

The key to this build is the 3D printed “skeleton” that holds the speaker and circuit board in place. An especially nice touch is how [Robin] designed the mount for the speaker: as it had no flange to attach to, he made a two piece clamp that screws together around the rear of the speaker and holds it in place.

You may wonder why somebody who’s clearly as well versed in CAD and 3D printing as [Robin] is might want to use an empty can as an enclosure; surely he could just design and print a case? Undoubtedly. But the goal here is to reuse what would otherwise be trash, and that occasionally means taking the “scenic” route as it were.

To take this concept to the next level, check out the upcycled speaker box we recently covered. We’ve seen some gorgeous home audio builds that started as a curbside find, but depending on how lucky you are, it’s almost like cheating.

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Self Folding Origami From A 3D Printer

August 27, 2018 by Al Williams 12 Comments

If you’ve done much 3D printing, you probably curse how plastic warps as it cools down and heats. There’s nothing more upsetting than watching a six hour print start curling off the bed and starting its inexorable march to the trash can. However, researchers at Carnegie Mellon have found a way to harness that tendency to warp with heat to make self-folding structures like those seen in the video below. There’s a paper about how it works available, too.

The Thermorph process uses commercially-available 3D printers, but requires special software. You might wonder why you would want to fold, say, a rose, when you could just print it as a fully-formed 3D model. The paper suggests that printing self-folding structures is faster and can save up to 87% on print times for the right models.

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Texture Trick For 3D Prints From The Stone Age

August 21, 2018 by Tom Nardi 14 Comments

Arguably one of the most difficult aspects of 3D printing is trying to make the finished product look like it wasn’t 3D printed. It can take a lot of time and work to cover up the telltale layer lines (or striations, if you want to get fancy), especially if your 3D printer isn’t perfectly calibrated. While there aren’t many shortcuts to achieve a glass-like finish on 3D printed parts, if your end goal is to make something that looks like stone, [Wekster] has a tip for you.

He demonstrates the technique by building a gorgeous recreation of the main gate from Jurassic Park. The process gives the relatively smooth plastic the gnarled look of rough-hewn stone with very little in the way of manual work. While it’s true there’s no overabundance of projects this stone-look finish will work for, it’s definitely something we’ll be filing away mentally.

So what’s the secret? [Wekster] first coats the 3D printed parts with common wood filler, the sort of stuff available at any hardware store. He then wraps them in clear plastic wrap, allowing the wrap to bunch up rather than trying to pull it taught. For extra detail, he digs into the plastic wrap here and there to create what will appear to be gaps and cracks on the finished piece. The wood filler is then left to dry; a process which normally only takes a few minutes, but now will take considerably longer as the plastic wrap will be keeping the air from it.

Once its hardened and unwrapped, [Wekster] sprays it with a base coat of color, and follows up with a few washings with watered down black and gray paints. This technique is well known to anyone who’s done miniature or model painting; serving to highlight the surface texture and give the finish more depth. With this method, anything that resembles a layer line in the print is long gone, and the surface looks so complex and detailed that at first glance few would believe it’s plastic.

[Wekster] also used wood filler during the finishing process for his Fallout 4 “Thirst Zapper” replica. In the past we’ve shown how you can smooth out 3D printed parts with epoxy and taken a very scientific look at using UV resin as a conformal coating, but maybe it’s time we give wood filler a shot.

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Leather Working With A 3D Printer

August 14, 2018 by Al Williams 22 Comments

No, you can’t print in leather — at least not yet. But [Make Everything] has a tutorial about how to produce a custom leather embossing jig with a 3D printer. From a 3D printing point of view, this isn’t very hard to do and you might want to skip over the first six minutes of the video if you’ve done 3D printing before.

The real action is when he has the 3D print completed. He glues the stamp down to some wood and then fits the assembly to a vise that he’ll use as a press. After wetting the leather, the wood and 3D printed assembly sandwiches the piece and the vise applies pressure for ten minutes. He did make the leather a bit oversized to make alignment more forgiving. After the embossing is complete, he trims it out.

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Modern PC Crammed Into An Original Xbox

August 13, 2018 by Tom Nardi 19 Comments

When the original Microsoft Xbox was released in 2001, one of the most notable features of its design was that it used a number of off-the-shelf computer components. Inside contemporary offerings from Nintendo and Sony you’ll see almost nothing but proprietary components, whereas cracking open the Xbox reveals an IDE hard drive, a customized PC DVD-ROM drive, and an Intel Pentium III CPU. Depending on which team you were on, the Xbox’s close relation to PC hardware of the day was either a point of honor or ridicule in the early 2000’s console wars; but regardless of politics, it ended up being instrumental in all of the hacks and mods the console got over its lifetime.

In that light, [P8ntBal1551] managing to jam a modern computer into the shell of an Xbox is like having the last laugh in this nearly two-decade-old debate. Wanting to build an HTPC that wouldn’t look out of place in his entertainment center, he figured the Xbox would make a suitable home for his Intel 4460 powered build. Not to say it was easy: getting all of the hardware and associated wiring inside the case took a bit of cheating, but the end result looks good enough that we’ll give him a pass.

The key to this project is the 3D printed structure inside the Xbox’s case that holds everything together. Painstakingly designed to align all of his components and cooling fans, it took over 58 hours to print just the base plate alone on his CR-10.

Even with all of his primary components installed, [P8ntBal1551] still had to wrestle with an absolute rat’s nest of wiring. He couldn’t find smaller versions of a number of the cables he needed, so he had to resort to some creative wire management to get everything packed in there. In the end, there was simply too much gear for the Xbox’s case to legitimately fit, so he ended up printing a spacer to fit between the bottom and top halves. Though in the end even this worked out in his favor, as it gave him a place to mount the integrated FLIRC IR receiver without having to cut a hole in the original front panel. The end product looks close enough to stock to be almost unnoticeable to the casual observer.

Its been a while since we’ve seen a hack for Microsoft’s original black and green monster, most of the Xbox projects we see are in relation to its significantly more popular successor. It’s always nice to see people keeping the classics alive in their own way.

[via /r/pcmasterrace]