Mastering Stop Motion Through Machine Learning

September 20, 2021 by Tom Nardi 13 Comments

Stop motion animation is notoriously difficult to pull off well, in large part because it’s a mind-numbingly slow process. Each frame in the final video is a separate photograph, and for each one of those, the characters and props need to be moved the appropriate amount so that the final result looks smooth. You don’t even want to know how long Ben Wyatt spent working on Requiem for a Tuesday, though to be fair, it might still get done before the next Avatar.

But [Nick Bild] thinks his latest project might be able to improve on the classic technique with a dash of artificial intelligence provided by a Jetson Xavier NX. Basically, the Jetson watches the live feed from the camera, and using a hand pose detection model, waits until there’s no human hand in the frame. Once the coast is clear, it takes a shot and then goes back to waiting for the next hands-free opportunity. With the photographs being taken automatically, you’re free to focus on getting your characters moving around in a convincing way.

If it’s still not clicking for you, check out the video below. [Nick] first shows the raw unedited video, which primarily consists of him moving three LEGO figures around, and then the final product produced by his system. All the images of him fiddling with the scene have been automatically trimmed, leaving behind a short animated clip of the characters moving on their own.

Now don’t be fooled, it’s still going to take awhile. By our count, it took two solid minutes of moving around Minifigs to produce just a few seconds of animation. So while we can say its a quicker pace than with traditional stop motion production, it certainly isn’t fast.

Machine learning isn’t the only modern technology that can simplify stop motion production. We’ve seen a few examples of using 3D printed objects instead of manually-adjusted figures. It still takes a long time to print, and of course it eats up a ton of filament, but the mechanical precision of the printed scenes makes for a very clean final result.

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Nissan Leaf Zooms By with 110KW power after Inverter swap and hack

Open Source Hot Rod Mod Gives More Power To EV Owners

September 20, 2021 by Ryan Flowers 42 Comments

Meet [Daniel Öster]. [Daniel] is a self-professed petrolhead. In other words, he’s a hot rodder who can’t leave well enough alone. Just because he’s driving a 2012 Nissan Leaf doesn’t mean he isn’t looking for a bit more kick. Having already upgraded the battery, [Daniel] turned his attention to upgrading the 80KW inverter. Not only was [Daniel] successful, but the work has been documented and the Open Source code made available on GitHub. Part of [Daniel]’s mission is to open up otherwise closed ecosystems and make EV hacking and repair approachable by mere mortals.

To get an extra 50hp, [Daniel] could have just swapped in the 110KW drivetrain from a 2018 or newer Leaf, but a less expensive route of swapping in only the 110KW inverter was chosen. By changing out just the inverter, the modification becomes more affordable for others to do. [Daniel] expertly documents how the new 110KW inverter has to be matched to the existing motor by setting a resolver correction value in the inverter.

Swapping Connectors for the new Inverter — Not for the faint of heart, the inverter swap requires changing connectors to a later style.

Cutting into the wiring harness of a vehicle that one is still making payments on is an exercise reserved for only the most dedicated modders, but a change in connectors between 2012 and 2018 made it necessary. The only tools needed were wire cutters, a soldering iron, heat shrink, and perhaps some liquid courage.

Although the hack was successful, no performance gains were had initially, because the CAN bus signal going to the inverter never told it to provide more than the original 80KW. A CAN bus Man In The Middle attack was done by adding a CAN bridge device that listens to traffic on the CAN bus and bends it to [Daniel]’s will. By multiplying the KW signal by 1.3, the 80KW signal becomes 110KW, and full Ludicrous Speed is achieved! Excellent gains in 0-100kph times are seen, but [Daniel] isn’t done. His next hack will be to put in a 160KW inverter for even more go-pedal madness.

Be sure to watch the introduction video below the break. You might also be interested in Nissan Leaf hacks we’ve featured previously such as retrofitting a fast charging port, salvaging batteries from wrecks, and partly resolving serious charging flaws.

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Hacking When It Counts: Surgery Fit To Save A Future King

September 20, 2021 by Dan Maloney 43 Comments

When we picture the Medieval world, it conjures up images of darkness, privations, and sickness the likes of which are hard to imagine from our sanitized point of view. The 1400s, and indeed the entirety of history prior to the introduction of antibiotics in the 1940s, was a time when the merest scratch acquired in the business of everyday life could lead to an infection ending in a slow, painful death. Add in the challenges of war, where violent men wielding sharp things on a filthy field of combat, and it’s a wonder people survived at all.

But then as now, some people are luckier than others, and surviving what even today would likely be a fatal injury was not unknown, as one sixteen-year-old boy in 1403 would discover. It didn’t hurt that he was the son of the king of England, and when he earned an arrow in his face in combat, every effort would be made to save the prince and heir to the throne. It also helped that he had the good fortune to have a surgeon with the imagination to solve the problem, and the skill to build a tool to help.

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A wall clock with exposed circuit boards

Drunk Wall Clock Uses Convoluted Circuits To Display Time

September 20, 2021 by Robin Kearey 9 Comments

Here at Hackaday we can never get enough of odd clocks, and we’re delighted to see [Dan O’Shea]’s creation called the Wifi-Telnet-FPGA-NTSC Drunk Wall Clock. That mouthful is an accurate description of what it does: at the heart of the device is an ESP32 that uses WiFi to connect to a Raspberry Pi. It then telnets into the system, logs in, and requests the current time using the Linux date command. So far, so ordinary.

The “FPGA” part is where it gets weirder: the ESP32 is hooked up to a VGA1306 board. This is a little PCB with an FPGA that emulates an OLED display and outputs the image to a VGA connector. [Dan] could have simply hooked up a VGA display to this, but instead went for another layer of complexity by converting the VGA signal to something resembling composite video, using nothing more than three resistors. The resulting “NTSC” signal is then fed into a small TFT display that shows the time.

The clock got its “drunk” label because the process of repeatedly running the date command and parsing its output is slow and prone to hiccups, resulting in a display where the seconds advance in a somewhat unsteady manner. This fits well with the overall aesthetic of the clock, which consists of a heap of PCBs held together with cable ties and electrical tape. Mounted on a round panel of recycled wood, it makes a beautiful wall ornament for any hacker lab.

We love projects like this that accomplish a simple task in a convoluted way, and there’s no shortage of needlessly complicated clocks, whether physically drawing the time or using machine-learning data. But if you simply like your clocks with their electronics exposed, check out this free-form LED clock or this neat circuit sculpture clock.

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Green Roofs Could Help Improve Solar Panel Efficiency

September 20, 2021 by Lewin Day 83 Comments

There’s been a movement in architecture over the past couple of decades to help tie together large urban developments with plant life and greenery. We’ve seen a few buildings, and hundreds more renders, of tall skyscrapers and large buildings covered in vegetation.

The aesthetic is often a beautiful one, but the idea is done as much for its tangible benefits as for the sheer visual glory. Naturally, there’s the obvious boost from plants converting carbon dioxide into delicious, life-giving oxygen. However, greenery on the roofs of buildings could also help improve the output of solar installations, according to a recent study from Sydney, Australia.

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A man watching money being shredded in a picture frame

Banksy-Like Stock Tracker Shreds Your Money When The Market’s Down

September 20, 2021 by Robin Kearey 14 Comments

For anyone playing the stock market, and perhaps even more so for those investing in cryptocurrencies, watching the value of your portfolio go up and down can be a stressful experience. If you’d like to have a real-time display of your investments that adds even more stress, [Luis Marx] has got you covered. His latest project is a plexiglass case (video in German) that fills up with banknotes when your portfolio is up, and shreds those same notes when it’s down.

Inspired by an infamous Banksy artwork, [Luis] began by building a wood-and-plexiglass display case suitable for hanging on the wall in his office. He then installed a small paper shredder, modified with a servo so that it could be operated by an Arduino. Unable to find an off-the-shelf banknote dispenser, he designed and 3D-printed one, consisting of a spring-loaded tray and a motor-driven wheel.

The project also includes a Raspberry Pi, programmed to fetch market data from online sources and calculate the net profit or loss of [Luis]’s portfolio. The resulting system is a rather disturbing visualization of the ups and downs of the market: having to sweep strips of green paper off your floor adds insult to the pain of losing money.

If you want a less painful way to keep track of your investments, try this Rocketship. For those interested in traditional stock tickers, this ESP32 based one might be more to your liking.

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Self Balancing Robot Needs A Little Work

September 20, 2021 by Al Williams 6 Comments

A self-balancing robot isn’t a new idea, but we liked the aesthetics of [Maker ATOM’s] build. The use of a breadboard and a printed bracket looks good, as you can see in the video, below.

Like most first-time projects, though, there were some lessons learned. The power supply needs a little work and the range of balance compliance didn’t meet expectations. But those problems are soluble and, as usual, you often learn more from working through issues like these.

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