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Home Machine Learning

Deep Space 9 remastered with deep learning / Boing Boing

March 22, 2019
in Machine Learning
Deep Space 9 remastered with deep learning / Boing Boing
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Star Trek‘s original series and TNG were shot on film, allowing them to be rescanned for high-definition broadcast. Star Trek: Deep Space 9, however, was shot on video at standard definition: there’s no further detail to recover for HD broadcasts. Machine learning to the rescue! CaptRobau writes:

I will go into greater detail about my process in a future blog post, but it took me about two days to get everything extracted, upscaled and put it back together in a way that was pleasing. This resulted only in the first five minutes of the episode being done (the episode recap, the opening scene, and the intro). Still pretty good time for a mid-to-high end PC with software that isn’t just available to professionals.

The result left me pretty awestruck. It looked better than I had hoped. No weird issues or anything. It looked pretty much like an HD version of DS9. Since (moving) pictures are worth more than a thousand words, here are two comparison videos that show off the improvement I was able to get with this machine learning based upscaling technique.

Below, the intro at 4K. CBS, hire this man! (Or license his code!) “Imagine what a real team could do, with more powerful equipment, custom trained neural networks … and access to the original SD files instead of a DVDRip like me.”

Back in 2016, the Dr Seuss estate won a preliminary court action against “Oh, The Places You’ll Boldly Go!” a crowdfunded parody of Dr Seuss’s “Oh the Places You’ll Go!” and Star Trek, written by veteran Star Trek creator David “Tribble” Gerrold and illustrated by the comics giant Ty Templeton.

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Volante Design (previously) scored a huge win last November with a line of licensed heavy denim, cosplay-adjacent Starfleet jackets that could be worn like Star Trek: TNG uniforms or like motorcyle jackets, depending on how you zipped them.

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Sir Patrick Stewart doesn’t play the Reskian flute, or any flute for that matter. The trick worked on me at least, because I hadn’t noticed even after seeing this episode several times over the last 26 (!) years. From Wikipedia: …As neither Stewart nor Hughes could play their instruments, it required a number of camera […]

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If you’re a Mac user, you thrive on simplicity. Everything in its place and a place for everything. Unsurprisingly, there’s a ton of great organizational apps out there for Mac, and now someone’s had the great idea to bundle them all together. Whether you’re running a demanding business or just getting through the day to […]

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Seems like drones are doing a lot of jobs these days, from reconnaissance to delivery. Now, we can add “keeping the Death Star safe” to that list. Whether you’re a drone enthusiast or a Star Wars fan, these Star Wars Propel Drones are undeniably the coolest toy around. Yes, that’s a fully functional drone replica […]

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It’s spring clearance time for the Boing Boing Store, when some of the best deals from the holidays return even cheaper than before. From top-rated apps to educational software to the cutest record player of all time, they’re all back with a little extra incentive. Shop your heart out before tax season wraps up! Use […]

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