Adobe Super Resolution Timelapse (Crystal Growth)
This is the third batch of crystals from our National Geographic Mega Crystal Growing Lab kit (see the previous two).
I have been meaning to experiment with Adobe's Super Resolution technology and this seemed like a good project for it. The video below has the same timelapse sequence repeated three times. If you're not bored of crystals growing yet you soon will be (don't worry, this is the last for now). The first version is a 2x digital zoom - a 960x540 crop of the original GoPro footage. The second version uses Super Resolution to scale up to full 1920x1080 HD. Finally I added both side by side so you can try to tell the difference.
Super Resolution generates a lot of data. I tried to use it once before for a longer sequence and realized that I didn't have enough hard drive space to process all the frames. In this case I upscaled the 960x540 JPEGs which went from 500K to 13MB, quite a jump. I don't see a huge difference in the side by side video though and wouldn't go through the extra steps based on these results. It's possible that going to JPEG before applying super resolution didn't help with quality. It's also possible that Adobe doesn't train its AI on a large array of crystal growth photos so I can imagine it might work better for a more traditional landscape timelapse. I'll test both these hypotheses together the next time I 10x my storage.
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(Published to the Fediverse as: Adobe Super Resolution Timelapse (Crystal Growth) #timelapse #crystals #ml #video Time lapse using Adobe Super Resolution to upscale each frame before creating the video (source is crystals growing over two weeks with photos every five minutes). )
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