# Imports
import vapoursynth as vs
# getting Vapoursynth core
import logging
import site
import ctypes
import sys
import os
core = vs.core
# Limit frame cache to 48449MB
core.max_cache_size = 48449
# Import scripts folder
scriptPath = 'F:/Hybrid/64bit/vsscripts'
sys.path.insert(0, os.path.abspath(scriptPath))
# Loading Support Files
Dllref = ctypes.windll.LoadLibrary("F:/Hybrid/64bit/vsfilters/Support/libfftw3f-3.dll")
os.environ["CUDA_MODULE_LOADING"] = "LAZY"
# Force logging to std:err
logging.StreamHandler(sys.stderr)
# loading plugins
core.std.LoadPlugin(path="F:/Hybrid/64bit/vsfilters/Support/libvs_placebo.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/vsfilters/DenoiseFilter/CTMF/CTMF.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/vsfilters/SharpenFilter/CAS/CAS.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/vsfilters/SharpenFilter/AWarpSharp2/libawarpsharp2.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/vsfilters/Support/vszip.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/vs-mlrt/vstrt_rtx.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/vs-mlrt/vstrt.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/vs-mlrt/vsort.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/vsfilters/DenoiseFilter/KNLMeansCL/vsnlm_cuda.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/vsfilters/DerainbowFilter/SmoothUV/libsmoothuv.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/vsfilters/GrainFilter/AddGrain/AddGrain.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/vsfilters/DenoiseFilter/NEO_FFT3DFilter/neo-fft3d.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/vsfilters/DenoiseFilter/DFTTest/DFTTest.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/vsfilters/Support/EEDI3m_opencl.dll") # vsQTGMC
core.std.LoadPlugin(path="F:/Hybrid/64bit/vsfilters/ResizeFilter/nnedi3/NNEDI3CL.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/vsfilters/Support/libmvtools.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/vsfilters/Support/fmtconv.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/vsfilters/DeinterlaceFilter/Bwdif/Bwdif.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/vsfilters/Support/akarin.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/vsfilters/DenoiseFilter/ZSmooth/zsmooth.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/vsfilters/SourceFilter/DGDecNV/DGDecodeNV_AVX2.dll")
# Import scripts
import dehalo
import sharpen
import vs_colorfix
from importlib.machinery import SourceFileLoader
vsmlrt = SourceFileLoader('vsmlrt', 'F:/Hybrid/64bit/vs-mlrt/vsmlrt.py').load_module()
from vsmlrt import Backend
import RainbowSmooth
import qtgmc
import validate
# Source: 'G:\clips\compression artifacts\VTS_03_1.VOB'
# Current color space: YUV420P8, bit depth: 8, resolution: 720x480, frame rate: 29.97fps, scanorder: top field first, yuv luminance scale: limited, matrix: 470bg, format: mpeg-2
# Loading 'G:\clips\compression artifacts\VTS_03_1.VOB' using DGSource
clip = core.dgdecodenv.DGSource("J:/tmp/vob_be83ce480ab6a43fba2c0482c2388c91_853323747.dgi",fieldop=0) # 29.97 fps, scanorder: top field first
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 29.97fps
clip = core.std.AssumeFPS(clip=clip, fpsnum=30000, fpsden=1001)
# making sure the detected scan type is set (detected: top field first)
clip = core.std.SetFrameProps(clip=clip, _FieldBased=vs.FIELD_TOP) # scan type: top field first
# cutting from frame 0 to 1002  - WARNING: This might cause synch issues
clip = core.std.Trim(clip=clip, first=0, last=1002)
# Deinterlacing using QTGMC
clip = qtgmc.QTGMC(clip, Preset="Fast", TFF=True, opencl=True) # new fps: 59.94
# Making sure content is preceived as frame based
clip = core.std.SetFrameProps(clip=clip, _FieldBased=vs.FIELD_PROGRESSIVE) # scan type: progressive
clip = clip[::2] # selecting previously even frames, new fps: 29.97
# adjusting frame with SelectEvery
clip = core.std.SelectEvery(clip, cycle=10, offsets=[0, 2, 3, 5, 6, 7, 8, 9]) # 23.976
clip = core.std.AssumeFPS(clip, fpsnum=24000, fpsden=1001) # new fps: 23.976
# rainbow removal using RainbowSmooth
clip = RainbowSmooth.RainbowSmooth(clip)
# adjusting color space from YUV420P8 to RGB24 for vsKNLMeansCL
clip = core.resize.Bicubic(clip=clip, format=vs.RGB24, matrix_in_s="470bg", range_in_s="limited", range_s="full")
# denoising using KNLMeansCL
clip = core.nlm_cuda.NLMeans(clip, d=0, h=4.00)
# adjusting color space from RGB24 to RGBH for vsVSMLRTFilter
clip = core.resize.Bicubic(clip=clip, format=vs.RGBH, dither_type="error_diffusion")
# filtering using VSMLRT
clipref = clip
clip = vsmlrt.inference([clip],network_path="F:/Hybrid/64bit/onnx_models/1x_BleedOut_Compact_300k_net_g.onnx", backend=Backend.TRT_RTX(fp16=True,device_id=0,num_streams=1,verbose=True,use_cuda_graph=False,workspace=1073741824,builder_optimization_level=3,engine_folder="J:/TRT")) # 720x480
# adjusting color space from RGBH to RGBS for vsColorFix
clip = core.resize.Bicubic(clip=clip, format=vs.RGBS, dither_type="error_diffusion")
clipref = core.resize.Bicubic(clip=clipref, format=vs.RGBS, dither_type="error_diffusion")
# fixing colors with ColorFix
clip = vs_colorfix.average(clip, ref=clipref, fast=False, radius=10)
# making sure 0-1 limits are respected
clip = core.vszip.Limiter(clip=clip, min=[0,0,0], max=[1,1,1])
# sharpening using DetailSharpen
clip = sharpen.DetailSharpen(clip)
# adjusting color space from RGBS to YUV444P16 for vsAWarpSharp2
clip = core.resize.Bicubic(clip=clip, format=vs.YUV444P16, matrix_s="470bg", range_in_s="full", range_s="limited") # additional resize to match target color sampling
# sharpening using AWarpSharp2
clip = core.warp.AWarpSharp2(clip, blur=2, depth=-8, chroma=True, planes=[1,2])
# contrast sharpening using CAS
clip = core.cas.CAS(clip, sharpness=0.700)
# applying dehalo using DeHalo_alpha
clip = dehalo.DeHalo_alpha(clip)
# applying dehalo using YAHR
clip = dehalo.YAHR(clip, blur=3, depth=16) # call: 0
# Using Anime4k Darken GLSL filter for line darkening
with open("F:/Hybrid/64bit/vsfilters/GLSL/parameterized/Anime4K_Darken_HQ.glsl") as glslf:
  glsl = glslf.read()
glsl = glsl.replace('#define STRENGTH 1.5', '#define STRENGTH 1.5')
clip = core.placebo.Shader(clip, shader_s=glsl, width=clip.width, height=clip.height)
# adjusting color space from YUV444P16 to RGBH for vsBasicVSRPPFilter
clip = core.resize.Bicubic(clip=clip, format=vs.RGBH, matrix_in_s="470bg", range_in_s="limited", range_s="full")
# Quality enhancement using BasicVSR++
from vsbasicvsrpp import basicvsrpp as BasicVSRPP
clip = BasicVSRPP(clip, model=4)
# 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") # additional resize to match target color sampling
# set output frame rate to 23.976fps (progressive)
clip = core.std.AssumeFPS(clip=clip, fpsnum=24000, fpsden=1001)
# output
clip.set_output()
# script was created by Hybrid 2026.01.24.1