Probleme beim Upscaling von MakeMKV-Dateien

# Imports

import vapoursynth as vs

# getting Vapoursynth core

import logging

import site

import ctypes

import sys

import os

core = vs.core

# Import scripts folder

scriptPath = 'C:/Program Files/Hybrid/64bit/vsscripts'

sys.path.insert(0, os.path.abspath(scriptPath))

# Loading Support Files

Dllref = ctypes.windll.LoadLibrary("C:/Program Files/Hybrid/64bit/vsfilters/Support/libfftw3f-3.dll")

os.environ["CUDA_MODULE_LOADING"] = "LAZY"

# Force logging to std:err

logging.StreamHandler(sys.stderr)

# Adding dml dependencies to PATH

path = site.getsitepackages()[0]+'/../vs-mlrt/vsort'

ctypes.windll.kernel32.SetDllDirectoryW(path)

path = path.replace('\\', '/')

os.environ["PATH"] = path + os.pathsep + os.environ["PATH"]

# loading plugins

core.std.LoadPlugin(path="C:/Program Files/Hybrid/64bit/vsfilters/Support/vszip.dll")

core.std.LoadPlugin(path="C:/Program Files/Hybrid/64bit/vs-mlrt/vsort.dll")

core.std.LoadPlugin(path="C:/Program Files/Hybrid/64bit/vsfilters/DenoiseFilter/ZSmooth/zsmooth.dll")

core.std.LoadPlugin(path="C:/Program Files/Hybrid/64bit/vsfilters/GrainFilter/AddGrain/AddGrain.dll")

core.std.LoadPlugin(path="C:/Program Files/Hybrid/64bit/vsfilters/DenoiseFilter/NEO_FFT3DFilter/neo-fft3d.dll")

core.std.LoadPlugin(path="C:/Program Files/Hybrid/64bit/vsfilters/DenoiseFilter/DFTTest/DFTTest.dll")

core.std.LoadPlugin(path="C:/Program Files/Hybrid/64bit/vsfilters/Support/EEDI3m_opencl.dll")# vsQTGMC

core.std.LoadPlugin(path="C:/Program Files/Hybrid/64bit/vsfilters/ResizeFilter/nnedi3/NNEDI3CL.dll")

core.std.LoadPlugin(path="C:/Program Files/Hybrid/64bit/vsfilters/Support/libmvtools.dll")

core.std.LoadPlugin(path="C:/Program Files/Hybrid/64bit/vsfilters/Support/fmtconv.dll")

core.std.LoadPlugin(path="C:/Program Files/Hybrid/64bit/vsfilters/DeinterlaceFilter/Bwdif/Bwdif.dll")

core.std.LoadPlugin(path="C:/Program Files/Hybrid/64bit/vsfilters/Support/akarin.dll")

core.std.LoadPlugin(path="C:/Program Files/Hybrid/64bit/vsfilters/SourceFilter/LSmashSource/LSMASHSource.dll")

# Import scripts

from importlib.machinery import SourceFileLoader

vsmlrt = SourceFileLoader('vsmlrt', 'C:/Program Files/Hybrid/64bit/vs-mlrt/vsmlrt.py').load_module()

from vsmlrt import Backend

import ChangeFPS

import qtgmc

import validate

# Source: 'C:\Users\Peter\Desktop\Zeug\Upscaling\Shaolin Wuzang - Episode 1 - Die Rückkehr des Dämons.mkv'

# Current color space: YUV420P8, bit depth: 8, resolution: 720x576, frame rate: 25fps, scanorder: top field first, yuv luminance scale: limited, matrix: 470bg, format: mpeg-2

# Loading C:\Users\Peter\Desktop\Zeug\Upscaling\Shaolin Wuzang - Episode 1 - Die Rückkehr des Dämons.mkv using LWLibavSource

clip = core.lsmas.LWLibavSource(source="C:/Users/Peter/Desktop/Zeug/Upscaling/Shaolin Wuzang - Episode 1 - Die Rückkehr des Dämons.mkv", format="YUV420P8", stream_index=0, cache=0, prefer_hw=0)

frame = clip.get_frame(0)

# setting color matrix to 470bg.

clip = core.std.SetFrameProps(clip, _Matrix=vs.MATRIX_BT470_BG)

# setting color transfer (vs.TRANSFER_BT601), if it is not set.

if validate.transferIsInvalid(clip):

  clip = core.std.SetFrameProps(clip=clip, _Transfer=vs.TRANSFER_BT601)

# setting color primaries info (to vs.PRIMARIES_BT470_BG), if it is not set.

if validate.primariesIsInvalid(clip):

  clip = core.std.SetFrameProps(clip=clip, _Primaries=vs.PRIMARIES_BT470_BG)

# setting color range to TV (limited) range.

clip = core.std.SetFrameProps(clip=clip, _ColorRange=vs.RANGE_LIMITED)

# making sure frame rate is set to 25fps

clip = core.std.AssumeFPS(clip=clip, fpsnum=25, fpsden=1)

# making sure the detected scan type is set (detected: top field first)

clip = core.std.SetFrameProps(clip=clip, _FieldBased=vs.FIELD_TOP) # tff

original = clip

# Deinterlacing using QTGMC

clip = qtgmc.QTGMC(Input=clip, Preset="Fast", TFF=True, ShowSettings=True, ShowNoise=True, opencl=True) # new fps: 50

# Making sure content is preceived as frame based

clip = core.std.SetFrameProps(clip=clip, _FieldBased=vs.FIELD_PROGRESSIVE) # progressive

# Deinterlacing using QTGMC

original = qtgmc.QTGMC(Input=original, Preset="Fast", TFF=True, ShowSettings=True, ShowNoise=True, opencl=True) # new fps: 50

# Making sure content is preceived as frame based

original = core.std.SetFrameProps(clip=original, _FieldBased=vs.FIELD_PROGRESSIVE) # progressive

# adjusting frame count by adding duplicate frames

original = ChangeFPS.ChangeFPS(clip=original,target_fps_num=50,target_fps_den=1)

# changing range from limited to full range for vsVSMLRT

clip = core.resize.Bicubic(clip, format=vs.YUV420P8, range_in_s="limited", range_s="full")

# setting color range to PC (full) range.

clip = core.std.SetFrameProps(clip=clip, _ColorRange=vs.RANGE_FULL)

# adjusting color space from YUV420P8 to RGBH for vsVSMLRT

clip = core.resize.Bicubic(clip=clip, format=vs.RGBH, matrix_in_s="470bg", range_in_s="full", range_s="full")

# resizing using VSMLRT, target: 1440x1152

clip = vsmlrt.inference([clip],network_path="C:/Program Files/Hybrid/64bit/onnx_models/2x_LD-Anime_Compact_330k_net_g.onnx", backend=Backend.ORT_DML(fp16=True,device_id=0,num_streams=1)) # 1440x1152

# changing range from full to limited range for vsVSMLRT

clip = core.resize.Bicubic(clip, format=vs.RGBH,range_in_s="full", range_s="limited")

# making sure 0-1 limits are respected

clip = core.vszip.Limiter(clip=clip, min=[0,0,0], max=[1,1,1])

original = core.resize.Bicubic(clip=original, width=1440, height=1152)

# adjusting output color from: YUV420P8 to YUV420P10 for NVEncModel

original = core.resize.Bicubic(clip=original, format=vs.YUV420P10)

# adjusting output color from: RGBH to YUV420P10 for NVEncModel

clip = core.resize.Bicubic(clip=clip, format=vs.YUV420P10, matrix_s="470bg", range_in_s="full", range_s="limited", dither_type="error_diffusion") # additional resize to allow target color sampling

original = core.text.Text(clip=original,text="Original",scale=2,alignment=7)

clip = core.text.Text(clip=clip,text="Filtered",scale=2,alignment=7)

stacked = core.std.StackHorizontal([original,clip])

# adjusted resizing to achieve PAR 1:1 for preview

# resizing for preview to square pixel to 3072x1152

stacked = core.resize.Bicubic(clip=stacked, width=3072, height=1152)

# set output frame rate to 50fps (progressive)

stacked = core.std.AssumeFPS(clip=stacked, fpsnum=50, fpsden=1)

# output

stacked.set_output()