Riven: All Magcar & Cart Rides (Upscaled, 60 FPS)

Описание к видео Riven: All Magcar & Cart Rides (Upscaled, 60 FPS)

This is an attempt at upscaling the Magcar/Maglev and cart ride cutscenes from the game Riven using machine learning-based super-resolution, with frame interpolation to achieve 60FPS (from 15FPS). It took over 100 hours overall on my potato PC :-)

Programs used:
- Video2x v2.5.0
- Butterflow v0.2.4a4
- Riveal v11.1
- Olive (video editing)

First pass (denoise) took 2h 12min;
- Driver: Waifu2x Caffe
- Processes: 1
- Scale: 1.0
- Mode: noise
- Noise level: 3
- Process: cudnn
- Model: upconv_7_photo
- Crop Size: 600
- Batch size: 1
- TTA: disabled

Second pass (upscale) took 25h 50min;
- Driver: RealSR NCNN Vulkan
- Processes: 1
- Scale: 4.0
- Tile Size: 160
- Model: DF2K_JPEG
- Jobs: 1:2:2
- TTA: disabled

Third pass (frame interpolation) took ~2h;
- Arguments: -r 60 -l -sm -vs 1676:1080 -audio

PC Specs:
- Intel Core i7 870 @2.93GHz
- NVIDIA GeForce GTX 750 Ti 2GB @1.4GHz core, 3.2GHz memory
- 8GB DDR3 4-channel @1333MHz
- 1TB Toshiba HDWD110 HDD
- Windows 7 64-bit

If you're going to try this yourself, please pretrain a denoising model for Cinepak-encoded videos first! I'm certain this will improve the quality a lot.
Some info on that:
https://github.com/nagadomi/waifu2x#t...
https://github.com/csjcai/RealSR#Code

The original download link for Riveal is dead, so here's a mirror hosted on the Wayback Machine:
https://web.archive.org/web/201503261...

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