Submitted by CeFurkan t3_11crj99 in MachineLearning
[removed]
Comments
Marcapiel t1_ja51yti wrote
For upscaing there are many ESRGAN opens ource models
CeFurkan OP t1_ja55fa1 wrote
ye i tried that. actually that upscale is done by an ESRGAN model. which model you think best for this job?
CeFurkan OP t1_ja55g7f wrote
i see. i will check out ty
Warhouse512 t1_ja5kx48 wrote
Second topaz. Looks like you have a ton of artifacts and upscaling models alone won’t help with that. Try out the demo before you pay for it though! Iirc it just leaves a watermark
bitemenow999 t1_ja5i18k wrote
the best option at this point would be to use a combination of in-painting and super-resolution, I dont know of a model that can do both but you can do it with stable diffusion in two steps.
Remove degraded areas with mask and use inpainting and then use inpainted result for super-resolution
CeFurkan OP t1_ja5ig7w wrote
it has like 10k frames for 7 min video :d
24 fps 7 min
i really need automated way
bitemenow999 t1_ja5jz8q wrote
You can find the frames with artifacts, use a median filter or something to find the frames with degradation, and then mask it, though it will still be atleast a couple of days of work
Aromatic_Accident_77 t1_ja4ytxd wrote
Aromatic_Accident_77 t1_ja4yzbp wrote
Actually, this may not be exactly what you want, but it’s at least related
CeFurkan OP t1_ja55cwi wrote
thanks a lot i am going to give it a try
beryugyo619 t1_ja54jo7 wrote
Current ML don’t have that kind of temporal consistency and it’s not particularly hot and flashy topic right now
You might want to somehow stabilize the video first maybe
[deleted] t1_ja4yxvr wrote
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the320x200 t1_ja513d4 wrote
It's paid, but Topaz Video AI is worth the cost of you're upscaling/restoring video a decent amount.
All solutions have their limits though. The example image you attached is quite degraded and ML isn't at the point where that much corruption can be restored automatically.