upscale_tool

procedure for upscale_and_rife_2

name	fps(output)	size
animejanaiV2L3,RIFEModel.v4_6	11 fps	720p to 2160p
animejanaiV2L3,RIFEModel.v4_6	20 fps	1080p to 2160p
animejanaiV2L3,jpg to webp	1.6 fps	720p to 2160p

path=%path%;C:\ProgramFiles\mpv

for %i in (*.mp4,*.mkv) do ffprobe -hide_banner "%i" 2>>1.txt

ffmpeg -hide_banner -h encoder=hevc_nvenc
# for %i in (2\*.mp4,2\*.mkv) do vspipe -p -c y4m --arg "in=%i" upscale_and_rife_2.vpy .
for %i in (2\*.mp4,2\*.mkv,2\*.jpg) do vspipe -p -c y4m --arg "in=%i" upscale_and_rife_2.vpy --info
for %i in (2\*.mp4,2\*.mkv,2\*.jpg) do vspipe -p -c y4m --arg "in=%i" upscale_and_rife_2.vpy --graph full > 1.dot

for %i in (1\*.mp4,1\*.mkv) do ffmpeg -hide_banner -y -hwaccel d3d11va -ss "00:00:00" -t "00:00:01" -i "%i" -c copy "2\%~ni, test.mkv"

for %i in (2\*.mp4,2\*.mkv) do vspipe -c y4m --arg "in=%i" upscale_and_rife_2.vpy - | ffmpeg -hide_banner -y -i - -i "%i" -map 0:v -map 1 -map -1:v -c:a copy -c:s copy -c:v hevc_nvenc -preset p7 -pix_fmt p010le -profile:v main10 -b:v 0K "3\%~ni.mkv"

name	src
ffms2	https://github.com/FFMS/ffms2/releases/download/2.40/ffms2-2.40-msvc.7z
upscale_and_rife_2.vpy	https://github.com/barrypp/upscale_tool/blob/b0de74c2f45699101ac53a6084f7d7e9fc415d91/upscale_and_rife_2.vpy
!1-all_to_webp_quality99_and_upscale.ps1	https://github.com/barrypp/upscale_tool/blob/b0de74c2f45699101ac53a6084f7d7e9fc415d91/!1-all_to_webp_quality99_and_upscale.ps1
vsmlrt.py	https://github.com/barrypp/upscale_tool/blob/c0b85670f300a65c44ce5843adc697156180152d/vsmlrt.py
k7sfunc.py	https://github.com/barrypp/upscale_tool/blob/b0de74c2f45699101ac53a6084f7d7e9fc415d91/k7sfunc.py
mpv-lazy	mpv-lazy-20230630-vsMega
RealESRGAN_x2plus.onnx	https://github.com/HolyWu/vs-realesrgan/releases/download/model/RealESRGAN_x2plus.onnx
RealESRGAN_x4plus.onnx	https://github.com/HolyWu/vs-realesrgan/releases/download/model/RealESRGAN_x4plus.onnx
ffmpeg	n6.0-18

procedure for upscale_and_rife (old)

name	fps(output)	size
RealESRGAN_x4plus,RIFEModel.v4_6	2.6 fps	720p to 2160p
RealESRGAN_x2plus,RIFEModel.v4_6	4.6 fps	1080p to 2160p
RealESRGAN_x4plus_anime_6B,RIFEModel.v4_6	7.7 fps	720p to 2160p
realesr-animevideov3,RIFEModel.v4_6	17 fps	1080p to 2160p
realesr-animevideov3,RIFEModel.v4_6	24 fps	720p to 2160p

ffmpeg -h encoder=hevc_nvenc
for %i in (*.mp4,*.mkv) do vspipe -p -c y4m --arg "in=%i" upscale_and_rife.vpy .
for %i in (*.mp4,*.mkv) do vspipe -p -c y4m --arg "in=%i" upscale_and_rife.vpy --info
for %i in (*.mp4,*.mkv) do vspipe -p -c y4m --arg "in=%i" upscale_and_rife.vpy --graph full > 1.dot

for %i in (1\*.mp4,1\*.mkv) do ffmpeg -y -hwaccel d3d11va -ss "00:9:20" -t "00:00:10" -i "%i" -c:v hevc_nvenc "2\%~ni, test.mkv"

for %i in (1\*.mp4,1\*.mkv) do vspipe -c y4m --arg "in=%i" upscale_and_rife.vpy - | ffmpeg -y -i - -i "%i" -map 0:v -map 1 -map -1:v -c:a copy -c:s copy -c:v hevc_nvenc -preset p7 -pix_fmt p010le -profile:v main10 -b:v 0K "3\%~ni, 2160p.mkv"

name	src
upscale_and_rife.vpy	https://github.com/barrypp/upscale_tool/blob/84990b81ed487c2cd82302004891e4d789ee7198/upscale_and_rife.vpy
vsmlrt.py	https://github.com/barrypp/upscale_tool/blob/eadb4fb493563657f0c64074b6f168ffc98b478a/vsmlrt.py
vs-mlrt	https://github.com/AmusementClub/vs-mlrt/releases/tag/v12.3.test
RealESRGAN_x4plus.onnx	https://github.com/HolyWu/vs-realesrgan/releases/download/model/RealESRGAN_x4plus.onnx
ffmpeg	5.1.2

benchmark (old)

name	version	fps(source) for 720p
rife-ncnn-vulkan,png	Release 20221029	1440frames/18.6966328s = 77.019fps
rife-ncnn-vulkan,jpg	Release 20221029	1440frames/13.5232566s = 106.48fps
vs-rife-trt,ffmpeg,png	mpv-lazy-2023V1	1440frames/41.31s = 34.858fps
vs-rife-trt,ffmpeg,jpg	mpv-lazy-2023V1	1440frames/16.70s = 86.2275fps
vs-rife-trt	mpv-lazy-2023V1	1440frames/14.32s = 100.55866fps
vs-rife-trt,ffmpeg,png	mpv-lazy-2023V1 patch	74fps
vs-rife-trt,ffmpeg,jpg	mpv-lazy-2023V1 patch	156fps
vs-rife-trt	mpv-lazy-2023V1 patch	1441framess/9.39s = 153.461fps
realcugan-ncnn-vulkan,png	Release 20220728	100frames/12.6426513s = 7.91fps
realcugan-ncnn-vulkan,jpg	Release 20220728	100frames/12.8281213s = 7.795fps
realesrgan-ncnn-vulkan,png	V0.2.5.0	10frames/23.5290052s = 0.425fps
realesrgan-ncnn-vulkan,jpg	V0.2.5.0	10frames/23.3038919s = 0.429fps
TensorRT_Real_ESRGA	release 2023-1-12	1.39821 fps/s

Measure-Command { rife-ncnn-vulkan -v -i 1_frames -o 2_rife_frames -j 10:10:10 -m rife-v4.6 -f frame_%08d.png}
Measure-Command { realcugan-ncnn-vulkan -v -i 2_rife_frames -o 3_upscale_frames -j 4:4:4 -s 2}
Measure-Command { realesrgan-ncnn-vulkan -v -i 2_rife_frames -o 3_upscale_frames -j 2:2:2 -n realesrgan-x4plus}
vspipe -c y4m rife_cuda.vpy - | ffmpeg -i - -fps_mode passthrough 2_rife_frames/frame_%08d.png
vspipe -c y4m rife_cuda.vpy - | ffmpeg -i - -fps_mode passthrough -qscale:v 1 -qmin 1 -qmax 1 2_rife_frames/frame_%08d.jpg
vspipe -p -c y4m rife_cuda.vpy .
TensorRT_Real_ESRGA, RealESRGAN_x4plus;maxBatchSize,1;precision_mode,16;OUT_SCALE,4

name	version	fps for 2160p
rife-ncnn-vulkan,png,1:1:1	Release 20221029	80frames/35.4784088s = 2.255fps
rife-ncnn-vulkan,png,4:4:4	Release 20221029	80frames/11.6383979s = 6.874fps
rife-ncnn-vulkan,png,16:4:16	Release 20221029	80frames/7.2700747s = 11.004fps
rife-ncnn-vulkan,png,16:2:16	Release 20221029	80frames/7.0000219s = 11.429fps
rife-ncnn-vulkan,png,32:2:32	Release 20221029	80frames/7.0569331s = 11.336fps
rife-ncnn-vulkan,png,8:2:8	Release 20221029	80frames/7.7020066s = 10.387fps

Measure-Command { rife-ncnn-vulkan -v -i 1_frames -o 2_rife_frames -j *:*:* -m rife-v4.6 -f frame_%08d.png}

name	version	fps for 720p
realesrgan-ncnn-vulkan,png,4:4:4	V0.2.5.0	10frames/23.5777099s = 0.424fps
realesrgan-ncnn-vulkan,png,2:2:2	V0.2.5.0	10frames/23.8314694s = 0.42fps
realesrgan-ncnn-vulkan,png,1:2:1	V0.2.5.0	10frames/24.1599941s = 0.414fps
realesrgan-ncnn-vulkan,png,2:1:2	V0.2.5.0	10frames/26.1573922s = 0.382fps
realesrgan-ncnn-vulkan,png,1:1:1	V0.2.5.0	10frames/26.0006624s = 0.385fps

Measure-Command { realesrgan-ncnn-vulkan -v -i 2_rife_frames -o 3_upscale_frames -j *:*:* -n realesrgan-x4plus}

name	version	fps for 720p
realcugan-ncnn-vulkan,png,8:8:8	Release 20220728	120frames/15.5509565s = 7.717fps
realcugan-ncnn-vulkan,png,4:4:4	Release 20220728	120frames/15.431134s = 7.776fps
realcugan-ncnn-vulkan,png,2:2:2	Release 20220728	120frames/15.5341921s = 7.725fps
realcugan-ncnn-vulkan,png,1:2:1	Release 20220728	120frames/16.3124188s = 7.356fps
realcugan-ncnn-vulkan,png,2:1:2	Release 20220728	120frames/19.5704774s = 6.132fps
realcugan-ncnn-vulkan,png,1:1:1	Release 20220728	120frames/19.7746196s = 6.068fps

Measure-Command { realcugan-ncnn-vulkan -v -i 2_rife_frames -o 3_upscale_frames -j *:*:* -s 2}

10700k+RTX3080+RAMDISK

source

name	from
rife-ncnn-vulkan	https://github.com/nihui/rife-ncnn-vulkan/releases
realcugan-ncnn-vulkan	https://github.com/nihui/realcugan-ncnn-vulkan/releases
realesrgan-ncnn-vulkan	https://github.com/xinntao/Real-ESRGAN/releases
rife_cuda.vpy	https://github.com/hooke007/MPV_lazy/releases, with minor change to script
TensorRT_Real_ESRGAN	https://github.com/barrypp/TensorRT_EX/releases

Name		Name	Last commit message	Last commit date
Latest commit History 59 Commits
3-upscale-image.ps1		3-upscale-image.ps1
3-upscale-video.ps1		3-upscale-video.ps1
5-plot.psm1		5-plot.psm1
7-format-image.ps1		7-format-image.ps1
LICENSE		LICENSE
README.md		README.md
k7sfunc.py		k7sfunc.py
upscale_and_rife_2.vpy		upscale_and_rife_2.vpy
vsmlrt.py		vsmlrt.py

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procedure for upscale_and_rife_2

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procedure for upscale_and_rife_2

procedure for upscale_and_rife (old)

benchmark (old)

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