def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
src = depth(src, 16)
out = src
opstart, opend = 3106, 5263
h = 720
w = get_w(h)
fixedges = awf.bbmod(out, 2, 2, 2, 2, 64 << 8, 999)
out = fixedges
decomb = hvf.Vinverse(out)
decomb = lvf.rfs(out, decomb, [(10171, 10179)])
ref = decomb
out = decomb
clean = core.knlm.KNLMeansCL(out,
h=0.55,
a=2,
d=3,
device_type='gpu',
device_id=0,
channels='UV')
clean = core.knlm.KNLMeansCL(clean,
h=0.55,
a=2,
d=3,
device_type='gpu',
device_id=0,
channels='Y')
diff_den = core.std.MakeDiff(out, clean)
out = depth(clean, 32)
luma = get_y(out)
line_mask = vdf.edge_detect(luma, 'FDOG', 0.05, (1, 1))
descale = core.descale.Debilinear(luma, w, h)
upscale = vdf.nnedi3_upscale(descale, correct_shift=False,
pscrn=1).resize.Bicubic(src.width,
src.height,
src_left=.5,
src_top=.5)
rescale = core.std.MaskedMerge(luma, upscale, line_mask)
merged = vdf.merge_chroma(rescale, out)
out = depth(merged, 16)
moozzi = warping(out, 0.4, 4)
sharp = hvf.LSFmod(moozzi,
strength=95,
Smode=3,
Lmode=1,
edgemode=1,
edgemaskHQ=True)
out = sharp
deband_mask = lvf.denoise.detail_mask(out, brz_a=2000, brz_b=1000)
deband = dbs.f3kpf(out, 17, 30, 30)
deband = core.std.MaskedMerge(deband, out, deband_mask)
out = deband
grain_org = core.std.MergeDiff(out, diff_den)
out = grain_org
credit_mask = vdf.diff_rescale_mask(ref, mthr=40, sw=5, sh=5)
credit_mask = vdf.region_mask(credit_mask, 10, 10, 10,
10).std.Inflate().std.Inflate()
antialias = lvf.sraa(ref, 2, 13, downscaler=core.resize.Bicubic)
credit = lvf.rfs(out, core.std.MaskedMerge(out, antialias, credit_mask),
[(10178, 10248), (21423, 22764)])
out = credit
src_c, ncop = [clip.std.Median() for clip in [src, JPBD_NCOP.src_cut]]
opening_mask = vdf.dcm(out, src_c[opstart:opend + 1],
ncop[:opend - opstart + 1], opstart, opend, 3,
3).std.Convolution([1] * 9)
credit = lvf.rfs(out, core.std.MaskedMerge(out, src, opening_mask),
[(opstart, opend)])
out = credit
logo_mask = lvf.src('credit_mask_logo.png', out).std.Convolution([1] * 9)
credit = lvf.rfs(out, core.std.MaskedMerge(out, ref, logo_mask),
[(20992, 23225)])
credit = lvf.rfs(credit, src, [(97766, src.num_frames - 1)])
out = credit
return depth(out, 10)
def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
src = depth(src, 32)
src += src[-1]
src = core.std.FreezeFrames(src, 3130, 3153, 3129)
black = src.std.BlankClip().grain.Add(0.2)
src = vdf.fade_filter(src, src, black, 3130, 3154)
src = depth(src, 16)
h = 882
w = get_w(h)
kernel = 'lanczos'
taps = 5
opstart, opend = 264, 2421
edstart, edend = 31767, 33924
denoise = CoolDegrain(src, tr=1, thsad=24, blksize=8, overlap=4, plane=4)
out = denoise
luma = get_y(out)
descale = kgf.get_descale_filter(kernel, taps=taps)(depth(luma, 32), w, h)
upscale = vdf.fsrcnnx_upscale(depth(descale, 16), src.width, src.height, '_assets/shaders/FSRCNNX_x2_56-16-4-1.glsl',
partial(core.resize.Bicubic, filter_param_a=0, filter_param_b=0))
out = upscale
unwarp = line_darkening(out, 0.275).warp.AWarpSharp2(depth=-2.5)
sharp = hvf.LSFmod(unwarp, strength=90, Smode=3, Lmode=1, edgemode=1, edgemaskHQ=True)
stabilize = stabilization(out, sharp, 2, 1, 8, 16)
out = vdf.merge_chroma(stabilize, denoise)
antialias = lvf.sraa(out, 1.4, rep=7, downscaler=core.resize.Bicubic)
out = lvf.rfs(antialias, vdf.merge_chroma(upscale, denoise), [(edstart, edend)])
deband_mask = lvf.denoise.detail_mask(out, brz_a=2000, brz_b=1000)
deband = dbs.f3kpf(out, 17, 36, 36)
deband_b = dbs.f3kpf(out, 17, 56, 56)
deband = lvf.rfs(deband, out, [(3149, 3153)])
deband = lvf.rfs(deband, deband_b, [(30213, 30422)])
deband = core.std.MaskedMerge(deband, out, deband_mask)
deband = core.neo_f3kdb.Deband(deband, preset='depth', grainy=24, grainc=18, keep_tv_range=True)
out = deband
grain = kgf.adaptive_grain(out, 0.2, luma_scaling=14)
out = grain
rescale_mask = vdf.drm(src, h, kernel, taps, mthr=40, sw=4, sh=4)
creditless_mask = core.std.Expr([
vdf.dcm(src, src[opstart:opend+1], JPBD_NCOP.src_cut[:opend-opstart+1],
opstart, opend, 2, 2).std.Deflate(),
vdf.dcm(src, src[edstart:edend+1], JPBD_NCED.src_cut[:edend-edstart+1],
edstart, edend, 2, 2).std.Deflate()], 'x y +')
credit = out
credit = lvf.rfs(credit, core.std.MaskedMerge(credit, src, rescale_mask, 0),
[(opstart+425, opstart+698), (33971, src.num_frames-1)])
credit = lvf.rfs(credit, core.std.MaskedMerge(credit, src, creditless_mask, 0),
[(opstart, opend), (edstart, edend)])
credit = lvf.rfs(credit, src, [(7670, 7717), (20824, 20871), (26581, 26628)])
out = credit
return depth(out, 10)
def filterchain() -> Union[vs.VideoNode, Tuple[vs.VideoNode, ...]]:
"""Vapoursynth filtering"""
import lvsfunc as lvf
import rekt
import vardefunc as vdf
from awsmfunc import bbmod
from muvsfunc import SSIM_downsample
from vsutil import depth, get_y, insert_clip, join, plane
src = JP_BD.clip_cut
# Fixing animation f**k-ups
if freeze_ranges:
src = core.std.FreezeFrames(
src,
[s[0] for s in freeze_ranges],
[e[1] for e in freeze_ranges],
[f[2] for f in freeze_ranges]
)
# Edgefixing
ef = rekt.rektlvls(
src, prot_val=[16, 235], min=16, max=235,
rownum=[0, src.height-1], rowval=[16, 16],
colnum=[0, src.width-1], colval=[16, 16],
)
bb_y = bbmod(ef, left=1, top=1, right=1, bottom=1, thresh=32, y=True, u=False, v=False)
bb_uv = bbmod(bb_y, left=2, top=2, right=2, bottom=2, y=False, u=True, v=True)
cshift = flt.shift_chroma(bb_uv, left=0.6)
cshift = lvf.rfs(bb_uv, cshift, cshift_left_ranges)
bb32 = depth(cshift, 32)
bb32_y = get_y(bb32)
# Descaling + DPIR while it's at a lower res (so I can actually run it because >memory issues xd)
descale = lvf.kernels.Catrom().descale(bb32_y, 1280, 720)
downscale = lvf.kernels.Catrom(format=vs.YUV444PS).scale(bb32, 1280, 720)
descale_444 = join([descale, plane(downscale, 1), plane(downscale, 2)])
denoise_y = lvf.deblock.vsdpir(descale_444, strength=2.75, mode='deblock', matrix=1, i444=True, cuda=True)
supersample = vdf.scale.fsrcnnx_upscale(get_y(denoise_y), shader_file=shader_file, downscaler=None)
downscaled = SSIM_downsample(supersample, src.width, src.height, smooth=((3 ** 2 - 1) / 12) ** 0.5,
sigmoid=True, filter_param_a=0, filter_param_b=0)
# Create credit mask
upscale = lvf.kernels.Catrom().scale(descale, src.width, src.height)
credit_mask = lvf.scale.descale_detail_mask(bb32_y, upscale, threshold=0.055) \
.std.Deflate().std.Deflate().std.Minimum()
# Merge early for additional accuracy with DPIR
merged = core.std.MaskedMerge(downscaled, bb32_y, credit_mask)
down_y = lvf.kernels.Catrom().scale(merged, src.width/2, src.height/2)
down_i444 = join([down_y, plane(bb32, 1), plane(bb32, 2)])
deblock_down = lvf.deblock.vsdpir(down_i444, strength=3, mode='denoise', matrix=1, i444=True, cuda=True)
scaled = depth(join([merged, plane(deblock_down, 1), plane(deblock_down, 2)]), 16)
# Final bit of "denoising"
dft = core.dfttest.DFTTest(scaled, sigma=2.0, tbsize=5, tosize=3, planes=[0])
decs = vdf.noise.decsiz(dft, sigmaS=4, min_in=208 << 8, max_in=232 << 8)
# AA
baa = lvf.aa.based_aa(decs, str(shader_file))
sraa = lvf.sraa(decs, rfactor=1.65)
clmp = lvf.aa.clamp_aa(decs, baa, sraa, strength=1.3)
dehalo = lvf.dehalo.masked_dha(clmp, rx=1.4, ry=1.4, brightstr=0.4)
cwarp = core.warp.AWarpSharp2(dehalo, thresh=72, blur=3, type=1, depth=4, planes=[1, 2])
# Merge credits (if applicable)
merged = core.std.MaskedMerge(cwarp, depth(bb32, 16), depth(credit_mask, 16))
deband = core.average.Mean([
flt.masked_f3kdb(merged, rad=16, thr=[20, 24], grain=[24, 12]),
flt.masked_f3kdb(merged, rad=20, thr=[28, 24], grain=[24, 12]),
flt.masked_placebo(merged, rad=6, thr=2.5, itr=2, grain=4)
])
grain = vdf.noise.Graigasm(
thrs=[x << 8 for x in (32, 80, 128, 176)],
strengths=[(0.25, 0.0), (0.20, 0.0), (0.15, 0.0), (0.0, 0.0)],
sizes=(1.20, 1.15, 1.10, 1),
sharps=(80, 70, 60, 50),
grainers=[
vdf.noise.AddGrain(seed=69420, constant=False),
vdf.noise.AddGrain(seed=69420, constant=False),
vdf.noise.AddGrain(seed=69420, constant=True)
]).graining(deband)
no_flt = lvf.rfs(grain, depth(bb32, 16), no_filter)
if edstart is not False:
src_nced = depth(JP_NCED.clip_cut, 16)
no_flt = insert_clip(no_flt, src_nced, edstart)
return no_flt
def do_filter():
"""Vapoursynth filtering"""
def _nneedi3_clamp(clip: vs.VideoNode, strength: int = 1) -> vs.VideoNode:
bits = clip.format.bits_per_sample - 8
thr = strength * (1 >> bits)
luma = get_y(clip)
def _strong(clip: vs.VideoNode) -> vs.VideoNode:
args = dict(alpha=0.25,
beta=0.5,
gamma=40,
nrad=2,
mdis=20,
vcheck=3)
clip = core.eedi3m.EEDI3(clip, 1, True, **args).std.Transpose()
clip = core.eedi3m.EEDI3(clip, 1, True, **args).std.Transpose()
return core.resize.Spline36(clip,
luma.width,
luma.height,
src_left=-.5,
src_top=-.5)
def _weak(clip: vs.VideoNode) -> vs.VideoNode:
args = dict(nsize=3, nns=2, qual=2)
clip = core.znedi3.nnedi3(clip, 1, True, **args).std.Transpose()
clip = core.znedi3.nnedi3(clip, 1, True, **args).std.Transpose()
return core.resize.Spline36(clip,
luma.width,
luma.height,
src_left=-.5,
src_top=-.5)
clip_aa = core.std.Expr(
[_strong(luma), _weak(luma), luma],
'x z - y z - * 0 < y x y {0} + min y {0} - max ?'.format(thr))
return vdf.merge_chroma(clip_aa, clip)
def _perform_endcard(path: str, ref: vs.VideoNode) -> vs.VideoNode:
endcard = lvf.src(path).std.AssumeFPS(ref)
endcard = core.std.CropRel(endcard, left=6, top=20, right=0, bottom=6)
endcard = core.resize.Bicubic(endcard,
ref.width,
ref.height,
vs.RGBS,
dither_type='error_diffusion')
endcard = iterate(
endcard, partial(core.w2xc.Waifu2x, noise=3, scale=1, photo=True),
2)
endcard = core.resize.Bicubic(endcard,
format=vs.YUV444PS,
matrix_s='709',
dither_type='error_diffusion')
endcard = lvf.util.quick_resample(
endcard,
lambda c: core.neo_f3kdb.Deband(c, 15, 36, 36, 36, 24, 24, 4))
return Tweak(endcard, sat=1.2, bright=-0.05, cont=1.2)
src = JPBD.src_cut
src = depth(src, 16)
edstart = 31769
denoise_a = CoolDegrain(src, tr=2, thsad=48, blksize=8, overlap=4, plane=4)
denoise_b = CoolDegrain(src, tr=3, thsad=96, blksize=8, overlap=4, plane=4)
denoise = lvf.rfs(denoise_a, denoise_b, [(edstart + 1870, edstart + 1900)])
antialias_a = _nneedi3_clamp(denoise)
downscaler = lambda c, w, h: core.fmtc.resample(
c, w, h, kernel='gauss', invks=True, invkstaps=1, taps=1, a1=32)
antialias_b = rekt_fast(
denoise,
lambda c: lvf.sraa(c, 1.45, rep=13, downscaler=downscaler),
top=482)
antialias = lvf.rfs(antialias_a, antialias_b, [(8185, 8280)])
predenoise = mClean(antialias, thSAD=200, chroma=False)
detail_mask = lvf.denoise.detail_mask(predenoise,
rad=2,
radc=2,
brz_a=3250,
brz_b=1250)
ret_mask = kgf.retinex_edgemask(predenoise).std.Binarize(
9250).std.Median().std.Inflate()
line_mask = core.std.Expr([detail_mask, ret_mask], 'x y max')
deband_a = core.neo_f3kdb.Deband(antialias,
17,
42,
42,
42,
12,
0,
sample_mode=4,
keep_tv_range=True)
deband_a = core.std.MaskedMerge(deband_a, antialias, line_mask)
deband_b = core.neo_f3kdb.Deband(deband_a,
18,
48,
48,
48,
0,
0,
sample_mode=2,
keep_tv_range=True)
deband = lvf.rfs(deband_a, deband_b, [(edstart + 1870, edstart + 1900)])
deband = lvf.rfs(deband, deband_b, [(13611, 13661), (20022, 20057)])
grain = kgf.adaptive_grain(deband, 0.25, luma_scaling=10)
endcard = _perform_endcard(
'[BDMV][200610][Magia Record][Vol.3]/Scans/endcard6_front_descreen.png',
src)
endcard_length = 119
final = core.std.Splice([grain, endcard * endcard_length], True)
final = core.resize.Bicubic(final,
format=vs.YUV420P10,
dither_type='error_diffusion')
final = core.std.Limiter(final, 16, [235 << 2, 240 << 2])
return depth(final, 10), endcard_length
def transpose_sraa(clip: vs.VideoNode, **kwargs: Any) -> vs.VideoNode:
import lvsfunc as lvf
aa = lvf.sraa(clip.std.Transpose(), **kwargs)
return lvf.sraa(aa.std.Transpose(), **kwargs)
def filterchain() -> Union[vs.VideoNode, Tuple[vs.VideoNode, ...]]:
"""Main VapourSynth filterchain"""
import havsfunc as haf
import lvsfunc as lvf
import vardefunc as vdf
from ccd import ccd
from muvsfunc import SSIM_downsample
from vsutil import depth, get_y
src = JP_BD.clip_cut
src = depth(src, 32)
src_y = get_y(src)
l_mask = vdf.mask.FDOG().get_mask(src_y, lthr=0.065,
hthr=0.065).std.Maximum().std.Minimum()
l_mask = l_mask.std.Median().std.Convolution([1] * 9)
# Rescaling
descale = flt.auto_descale(src_y)
supersample = vdf.scale.nnedi3cl_double(descale, use_znedi=True, pscrn=1)
downscaled = SSIM_downsample(supersample,
src.width,
src.height,
smooth=((3**2 - 1) / 12)**0.5,
sigmoid=True,
filter_param_a=0,
filter_param_b=0)
scaled_mask = core.std.MaskedMerge(src_y, downscaled, l_mask)
scaled = depth(vdf.misc.merge_chroma(scaled_mask, src), 16)
# Denoising
l_mask_16 = depth(l_mask, 16).std.Minimum()
dft = core.dfttest.DFTTest(scaled, sigma=1.25, tbsize=3, tosize=1)
dft_masked = core.std.MaskedMerge(dft, scaled, l_mask_16)
ccd_uv = ccd(dft, threshold=4, matrix='709')
ccd_uv = core.std.MaskedMerge(ccd_uv, dft_masked, l_mask_16, planes=[1, 2])
decs = vdf.noise.decsiz(ccd_uv, sigmaS=4, min_in=212 << 8, max_in=240 << 8)
# AA and slight lineart enhancement
baa = lvf.aa.based_aa(decs, shader_file)
sraa = lvf.sraa(decs,
rfactor=1.5,
downscaler=lvf.kernels.Bicubic(b=-1 / 2, c=1 / 4).scale)
clmp = lvf.aa.clamp_aa(decs, baa, sraa, strength=1.5)
sraa_strong = flt.transpose_sraa(decs,
rfactor=1.2,
downscaler=lvf.kernels.Bicubic(b=-1 / 2,
c=1 /
4).scale)
clmp = lvf.rfs(clmp, sraa_strong, [])
darken = haf.FastLineDarkenMOD(clmp, strength=36)
# Debanding and graining
deband = core.average.Mean([
flt.masked_f3kdb(darken, rad=18, thr=[28, 24]),
flt.masked_placebo(darken, rad=15, thr=4)
])
grain = vdf.noise.Graigasm(thrs=[x << 8 for x in (32, 80, 128, 176)],
strengths=[(0.15, 0.0), (0.10, 0.0),
(0.10, 0.0), (0.0, 0.0)],
sizes=(1.15, 1.10, 1.05, 1),
sharps=(60, 50, 50, 50),
grainers=[
vdf.noise.AddGrain(seed=69420,
constant=True),
vdf.noise.AddGrain(seed=69420,
constant=True),
vdf.noise.AddGrain(seed=69420,
constant=True)
]).graining(deband)
return grain
def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
src = depth(src, 16)
h = 882
w = get_w(h)
kernel = 'lanczos'
taps = 5
opstart, opend = 936, 3092
edstart, edend = 31769, 33926
clip_in = depth(src, 32)
dedimm = gf.Tweak(clip_in, sat=1.65, cont=1.65)
dedimm = vdf.fade_filter(clip_in, clip_in, dedimm, 26133, 26183)
out = depth(dedimm, 16)
denoise = CoolDegrain(out, tr=1, thsad=24, blksize=8, overlap=4, plane=4)
out = denoise
luma = get_y(out)
descale = kgf.get_descale_filter(kernel, taps=taps)(depth(luma, 32), w, h)
upscale = vdf.fsrcnnx_upscale(
depth(descale, 16), src.width, src.height,
'_assets/shaders/FSRCNNX_x2_56-16-4-1.glsl',
partial(core.resize.Bicubic, filter_param_a=0, filter_param_b=0))
out = upscale
unwarp = line_darkening(out, 0.275).warp.AWarpSharp2(depth=-2.5)
sharp = hvf.LSFmod(unwarp,
strength=90,
Smode=3,
Lmode=1,
edgemode=1,
edgemaskHQ=True)
stabilize = stabilization(out, sharp, 2, 1, 8, 16)
out = vdf.merge_chroma(stabilize, denoise)
antialias = lvf.sraa(out, 1.4, rep=7, downscaler=core.resize.Bicubic)
out = lvf.rfs(antialias, vdf.merge_chroma(upscale, denoise),
[(edstart, edend)])
deband_mask = lvf.denoise.detail_mask(out, brz_a=2000, brz_b=1000)
deband = dbs.f3kpf(out, 17, 30, 30)
deband = core.std.MaskedMerge(deband, out, deband_mask)
deband = core.neo_f3kdb.Deband(deband,
preset='depth',
grainy=24,
grainc=18,
keep_tv_range=True)
out = deband
grain = kgf.adaptive_grain(out, 0.2, luma_scaling=14)
out = grain
rescale_mask = vdf.drm(src, h, kernel, taps, mthr=40, sw=4, sh=4)
creditless_mask = core.std.Expr([
vdf.dcm(src, src[opstart:opend + 1],
JPBD_NCOP.src_cut[:opend - opstart + 1], opstart, opend, 2,
2).std.Deflate(),
vdf.dcm(src, src[edstart:edend + 1],
JPBD_NCED.src_cut[:edend - edstart + 1], edstart, edend, 2,
2).std.Deflate()
], 'x y +')
credit = out
credit = lvf.rfs(credit, core.std.MaskedMerge(credit, src, rescale_mask,
0),
[(opstart + 425, opstart + 698),
(33973, src.num_frames - 1)])
credit = lvf.rfs(credit,
core.std.MaskedMerge(credit, src, creditless_mask, 0),
[(opstart, opend), (edstart, edend)])
credit = lvf.rfs(credit, src, [(16911, 16970), (24486, 24533)])
out = credit
return depth(out, 10)
def do_filter():
"""Vapoursynth filtering"""
def _fsrcnnx(clip: vs.VideoNode, width: int, height: int) -> vs.VideoNode:
blank = core.std.BlankClip(clip, format=vs.GRAY16, color=128 << 8)
clip = join([clip, blank, blank])
clip = core.placebo.Shader(clip, 'FSRCNNX_x2_56-16-4-1.glsl',
clip.width * 2, clip.height * 2)
return core.resize.Spline36(get_y(clip), width, height)
src = SRC_CUT
fe = lvf.ef(src, [1, 1, 1])
fe = depth(fe, 16)
h = 864
w = get_w(864)
b, c = 0, 1 / 2
luma = get_y(fe)
descale = core.descale.Debicubic(depth(luma, 32), w, h, b, c)
descale = depth(descale, 16)
rescale_a = nnedi3_rpow2(descale,
2,
src.width,
src.height,
nns=4,
qual=2,
pscrn=2)
rescale_b = _fsrcnnx(descale, src.width, src.height)
rescale = core.std.Merge(rescale_a, rescale_b, 0.75)
rescale_mask = vrf.drm(fe, 864, b=b, c=c, mthr=80, sw=4, sh=4)
rescale = core.std.MaskedMerge(rescale, luma, rescale_mask)
rescale = lvf.rfs(rescale, luma, [(OPSTART + 483, OPSTART + 721),
(OPSTART + 822, OPSTART + 1083)])
merge = core.std.ShufflePlanes([rescale, fe], [0, 1, 2], vs.YUV)
antialias = join([lvf.sraa(plane) for plane in split(merge)])
antialias = lvf.rfs(merge, antialias, [(2836, 2870)])
denoise = core.knlm.KNLMeansCL(antialias,
a=2,
h=0.65,
d=0,
device_type='gpu',
channels='UV')
preden = CoolDegrain(denoise,
tr=2,
thsad=60,
blksize=8,
overlap=4,
plane=4)
diff = core.std.MakeDiff(denoise, preden)
deband_mask = lvf.denoise.detail_mask(preden, brz_a=3000, brz_b=1500)
deband_a = dbs.f3kpf(preden, 17, 42, 42)
deband_b = core.placebo.Deband(preden,
radius=17,
threshold=6,
iterations=1,
grain=0,
planes=1 | 2 | 4)
deband = lvf.rfs(deband_a, deband_b, [(2081, 2216), (2450, 2550),
(3418, 3452), (3926, 3926)])
deband = core.std.MaskedMerge(deband, preden, deband_mask)
deband = core.std.MergeDiff(deband, diff)
grain = kgf.adaptive_grain(deband, 0.25, luma_scaling=8)
final = depth(grain, 10)
return final
def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
src = depth(src, 16)
out = src
# Remove the noise
ref = hvf.SMDegrain(out, tr=1, thSAD=300, plane=4)
denoise = mvf.BM3D(out, sigma=[2, 1], radius1=1, ref=ref)
out = denoise
# Limited antialiasing
y = get_y(out)
lineart = core.std.Sobel(y).std.Binarize(
75 << 8).std.Maximum().std.Inflate()
aa = lvf.sraa(y,
2,
13,
downscaler=partial(core.resize.Bicubic,
filter_param_a=-0.5,
filter_param_b=0.25))
sharp = hvf.LSFmod(aa, strength=70, Smode=3, edgemode=0, source=y)
y = core.std.MaskedMerge(y, sharp, lineart)
out = vdf.merge_chroma(y, out)
# Deband masks
planes = split(out)
preden = core.dfttest.DFTTest(out,
sigma=14.0,
sigma2=10.0,
sbsize=1,
sosize=0,
planes=[0, 1, 2]).rgvs.RemoveGrain(3)
grad_mask, yrangebig = morpho_mask(preden)
rgb = core.resize.Bicubic(preden, 960, 540,
format=vs.RGB48).std.SetFrameProp('_Matrix',
delete=True)
chroma_masks = [
core.std.Prewitt(p).std.Binarize(5500).rgvs.RemoveGrain(11)
for p in split(rgb) + split(preden)[1:]
]
chroma_mask = core.std.Expr(chroma_masks,
'x y + z + a + b +').std.Maximum()
chroma_mask = core.std.Merge(chroma_mask,
chroma_mask.std.Minimum()).std.BoxBlur(
0, 1, 1, 1, 1)
detail_mask = lvf.denoise.detail_mask(planes[0].std.BoxBlur(0, 1, 1, 1, 1),
brz_a=3300,
brz_b=2000)
# Debanding stages
debands = [None] * 3
deband_y_strong = dbs.f3kbilateral(planes[0], 16, 65)
deband_y_normal = dumb3kdb(planes[0], 16, 41)
deband_y_light = core.std.MaskedMerge(dumb3kdb(planes[0], 14, 32),
planes[0], detail_mask)
debands[1] = dbs.f3kbilateral(planes[1], 12, 50)
debands[2] = dbs.f3kbilateral(planes[2], 12, 50)
debands[0] = core.std.MaskedMerge(deband_y_strong, deband_y_normal,
grad_mask)
debands[0] = core.std.MaskedMerge(debands[0], deband_y_light, yrangebig)
debands[1], debands[2] = [
core.std.MaskedMerge(debands[i], planes[i], chroma_mask)
for i in range(1, 3)
]
deband = join(debands)
out = deband
# Regraining
ref = get_y(out).std.PlaneStats()
adgmask_a = core.adg.Mask(ref, 25)
adgmask_b = core.adg.Mask(ref, 10)
stgrain_a = core.grain.Add(out, 0.1, 0, seed=333)
stgrain_a = core.std.MaskedMerge(out, stgrain_a, adgmask_b.std.Invert())
stgrain_b = sizedgrn(out, 0.2, 0.1, 1.15, sharp=80, seed=333)
stgrain_b = core.std.MaskedMerge(out, stgrain_b, adgmask_b)
stgrain_b = core.std.MaskedMerge(out, stgrain_b, adgmask_a.std.Invert())
stgrain = core.std.MergeDiff(stgrain_b, out.std.MakeDiff(stgrain_a))
dygrain = sizedgrn(out, 0.3, 0.1, 1.25, sharp=80, static=False, seed=333)
dygrain = core.std.MaskedMerge(out, dygrain, adgmask_a)
grain = core.std.MergeDiff(dygrain, out.std.MakeDiff(stgrain))
out = grain
return depth(out, 10).std.Limiter(16 << 2, [235 << 2, 240 << 2], [0, 1, 2])
def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
src = depth(src, 16)
out = src
opstart, opend = 2712, 4869
ref = hvf.SMDegrain(out, thSAD=300)
denoise = mvf.BM3D(out, [1.5, 1.25], radius1=1, ref=ref)
out = denoise
crop = core.std.Crop(out, left=12)
crop = awf.bbmod(crop, left=2, thresh=20 << 8)
resize = core.resize.Bicubic(crop, 1920)
out = lvf.rfs(out, resize, [(86, 201)])
y = get_y(out)
lineart = gf.EdgeDetect(y, 'scharr').morpho.Dilate(2, 2).std.Inflate()
fkrescale = fake_rescale(y,
882,
0,
1,
deringer=lambda x: gf.MaskedDHA(x,
rx=1.85,
ry=1.85,
darkstr=0.25,
brightstr=1.0,
maskpull=100,
maskpush=200),
antialiser=lambda c: lvf.sraa(
c, 2, 13, downscaler=core.resize.Bicubic))
merged = core.std.MaskedMerge(y, fkrescale, lineart)
out = vdf.merge_chroma(merged, out)
dering = hvf.EdgeCleaner(out, 17, smode=1, hot=True)
out = dering
detail_mask = lvf.mask.detail_mask(out, brz_a=2250, brz_b=1000)
deband = vdf.dumb3kdb(out, 15, threshold=17, grain=(24, 0))
deband = core.std.MaskedMerge(deband, out, detail_mask)
out = deband
grain = adptvgrnMod(out,
0.3,
static=True,
grain_chroma=False,
hi=[128, 240],
seed=333)
out = grain
decz = vdf.decsiz(out, min_in=128 << 8, max_in=200 << 8)
out = decz
ref = depth(src, 16)
src_c, src_ncop = [
depth(x, 16).std.Convolution([1, 2, 1, 2, 4, 2, 1, 2, 1])
for x in [src, JPBD_NCOP.src_cut]
]
opening_mask = vdf.dcm(out, src_c[opstart:opend + 1],
src_ncop[:opend - opstart + 1], opstart, opend, 2,
2)
opening_mask = iterate(opening_mask, core.std.Inflate, 4)
credit = out
credit = lvf.rfs(credit, core.std.MaskedMerge(credit, ref, opening_mask),
[(opstart, opend)])
credit = lvf.rfs(credit, ref, [(17985, 18128)])
out = credit
return depth(out, 10).std.Limiter(16 << 2, [235 << 2, 240 << 2], [0, 1, 2])
def do_filter():
"""Vapoursynth filtering"""
def _nneedi3_clamp(clip: vs.VideoNode, strength: int = 1)-> vs.VideoNode:
bits = clip.format.bits_per_sample - 8
thr = strength * (1 >> bits)
luma = get_y(clip)
def _strong(clip: vs.VideoNode)-> vs.VideoNode:
args = dict(alpha=0.25, beta=0.5, gamma=40, nrad=2, mdis=20, vcheck=3)
clip = core.eedi3m.EEDI3(clip, 1, True, **args).std.Transpose()
clip = core.eedi3m.EEDI3(clip, 1, True, **args).std.Transpose()
return core.resize.Spline36(clip, luma.width, luma.height, src_left=-.5, src_top=-.5)
def _weak(clip: vs.VideoNode)-> vs.VideoNode:
args = dict(nsize=3, nns=2, qual=2)
clip = core.znedi3.nnedi3(clip, 1, True, **args).std.Transpose()
clip = core.znedi3.nnedi3(clip, 1, True, **args).std.Transpose()
return core.resize.Spline36(clip, luma.width, luma.height, src_left=-.5, src_top=-.5)
clip_aa = core.std.Expr([_strong(luma), _weak(luma), luma],
'x z - y z - * 0 < y x y {0} + min y {0} - max ?'.format(thr))
return vdf.merge_chroma(clip_aa, clip)
def _perform_endcard(path: str, ref: vs.VideoNode)-> vs.VideoNode:
endcard = lvf.src(path).std.AssumeFPS(ref)
endcard = core.std.CropRel(endcard, left=7, top=0, right=11, bottom=22)
endcard = core.resize.Bicubic(endcard, ref.width, ref.height, vs.RGBS, dither_type='error_diffusion')
endcard = core.w2xc.Waifu2x(endcard, noise=3, scale=1, photo=True)
endcard = core.resize.Bicubic(endcard, format=vs.YUV444PS, matrix_s='709', dither_type='error_diffusion')
endcard = lvf.util.quick_resample(endcard, lambda c: core.neo_f3kdb.Deband(c, 15, 36, 36, 36, 24, 24, 4))
return Tweak(endcard, sat=1.4, cont=1.2)
def _perform_motion_mask(clip: vs.VideoNode, brz: int)-> vs.VideoNode:
clip = depth(clip, 8)
sup = core.hqdn3d.Hqdn3d(clip).neo_fft3d.FFT3D().mv.Super(sharp=1)
fv1 = core.mv.Analyse(sup, isb=False, delta=1, truemotion=False, dct=2)
fv2 = core.mv.Analyse(sup, isb=True, delta=1, truemotion=True, dct=2)
momask1 = core.mv.Mask(clip, fv1, ml=2, kind=1)
momask2 = core.mv.Mask(clip, fv2, ml=3, kind=1)
momask = core.std.Merge(momask1, momask2).rgvs.RemoveGrain(3).std.Binarize(brz)
momask = momask.std.Minimum().std.Minimum()
return depth(get_y(momask), 16)
src = JPBD.src_cut
src = depth(src, 16)
denoise_a = CoolDegrain(src, tr=2, thsad=48, blksize=8, overlap=4, plane=4)
denoise = denoise_a
antialias = _nneedi3_clamp(denoise)
antialias_a = TAAmbk(antialias, aatype='Eedi3', cycle=3)
antialias_b = lvf.sraa(denoise, 2, 13)
motion_mask = _perform_motion_mask(denoise[16914:17001], 140).std.FreezeFrames([0, 18, 57], [2, 38, 86], [2, 38, 57])
motion_mask = insert_clip(src.std.BlankClip(format=vs.GRAY16), motion_mask, 16914)
antialias = lvf.rfs(antialias, core.std.MaskedMerge(antialias_a, antialias, motion_mask), [(16914, 17000)])
antialias = lvf.rfs(antialias, antialias_b, [(18084, 18179)])
predenoise = mClean(antialias, thSAD=200, chroma=False)
detail_mask = lvf.denoise.detail_mask(predenoise, rad=2, radc=2, brz_a=3250, brz_b=1250)
ret_mask = kgf.retinex_edgemask(predenoise).std.Binarize(9250).std.Median().std.Inflate()
line_mask = core.std.Expr([detail_mask, ret_mask], 'x y max')
deband_a = core.neo_f3kdb.Deband(antialias, 17, 42, 42, 42, 12, 0, sample_mode=4, keep_tv_range=True)
deband_a = core.std.MaskedMerge(deband_a, antialias, line_mask)
deband = deband_a
grain = kgf.adaptive_grain(deband, 0.25, luma_scaling=10)
ending = lvf.rfs(grain, src, [(32079, 33098)])
endcard = _perform_endcard(r'[BDMV][200902][Magia Record][Vol.5]\Scans\endcard13_front_descreen.png', src)
endcard_length = 119
final = core.std.Splice([ending, endcard * endcard_length], True)
final = core.resize.Bicubic(final, format=vs.YUV420P10, dither_type='error_diffusion')
final = core.std.Limiter(final, 16, [235 << 2, 240 << 2])
return depth(final, 10), endcard_length
def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
src = depth(src, 32)
h = 720
w = get_w(h)
b, c = vdf.get_bicubic_params('robidoux')
opstart, opend = 1392, 3788
edstart, edend = 31889, src.num_frames - 1
full_stuff = [(3801, 3908), (16203, 16358)]
denoise = hybrid_denoise(src, 0.5, 2)
out = denoise
luma = get_y(out)
line_mask = vdf.edge_detect(luma, 'FDOG', 0.05, (1, 1))
descale = core.descale.Debicubic(luma, w, h, b, c)
upscale = vdf.fsrcnnx_upscale(descale, None, descale.height * 2,
'_shaders/FSRCNNX_x2_56-16-4-1.glsl',
core.resize.Point)
upscale_smooth = vdf.nnedi3_upscale(descale, pscrn=1)
upscale = lvf.rfs(upscale, upscale_smooth, [(18547, 18586)])
antialias = single_rate_antialiasing(upscale,
13,
alpha=0.3,
beta=0.45,
gamma=320,
mdis=18)
scaled = muvf.SSIM_downsample(antialias,
src.width,
src.height,
kernel='Bicubic')
rescale = core.std.MaskedMerge(luma, scaled, line_mask)
merged = vdf.merge_chroma(rescale, out)
out = depth(merged, 16)
antialias = lvf.rfs(
out,
lvf.sraa(out,
1.65,
9,
alpha=0.3,
beta=0.45,
gamma=240,
nrad=3,
mdis=25), [(opstart + 840, opstart + 881)])
out = antialias
# Slight sharp though CAS
sharp = hvf.LSFmod(out,
strength=75,
Smode=3,
Lmode=1,
edgemode=1,
edgemaskHQ=True)
out = sharp
dering = gf.HQDeringmod(out, thr=16, darkthr=0.1)
out = dering
warp = xvs.WarpFixChromaBlend(out, thresh=48, depth=8)
out = warp
preden = core.knlm.KNLMeansCL(out,
d=0,
a=3,
h=0.6,
device_type='GPU',
channels='Y')
deband_mask = lvf.denoise.detail_mask(preden, brz_a=2000, brz_b=800, rad=4)
deband = dbs.f3kpf(out, 17, 42, 42)
deband_b = placebo.deband(out, 22, 6, 2)
deband = lvf.rfs(deband, deband_b, [(opstart + 1515, opstart + 1603)])
deband_c = placebo.deband(out, 17, 8, 3)
import kagefunc
deband_mask_c = kagefunc.retinex_edgemask(preden)
deband_mask_c = iterate(deband_mask_c, core.std.Maximum,
3).std.Binarize(15000).std.Deflate()
deband = lvf.rfs(deband,
core.std.MaskedMerge(deband_c, deband, deband_mask_c),
[(7409, 7600), (7960, 8055)])
deband = core.std.MaskedMerge(deband, out, deband_mask)
out = deband
adg_mask = core.adg.Mask(out.std.PlaneStats(),
20).std.Expr(f'x x {128<<8} - 0.25 * +')
grain = core.grain.Add(out, 0.2, constant=True)
grain = core.std.MaskedMerge(out, grain, adg_mask, 0)
out = grain
rescale_mask = vdf.drm(luma, b=b, c=c, sw=4, sh=4)
ref, rescale_mask, src, src_ncop, src_nced = [
depth(x, 16) for x in
[denoise, rescale_mask, src, JPBD_NCOP.src_cut, JPBD_NCED.src_cut]
]
credit = lvf.rfs(out, core.std.MaskedMerge(out, ref, rescale_mask),
full_stuff)
out = credit
src_c, src_ncop, src_nced = [
c.knlm.KNLMeansCL(a=7, h=35, d=0, device_type='gpu')
for c in [src, src_ncop, src_nced]
]
opening_mask = vdf.dcm(out, src_c[opstart:opend + 1],
src_ncop[:opend - opstart + 1], opstart, opend, 4,
4).std.Inflate()
ending_mask = vdf.dcm(out, src_c[edstart:edend + 1],
src_nced[:edend - edstart + 1], edstart, edend, 4,
4).std.Inflate()
credit_mask = core.std.Expr([opening_mask, ending_mask], 'x y +')
credit = lvf.rfs(out, core.std.MaskedMerge(out, ref, credit_mask),
[(opstart, opend), (edstart, edend)])
out = credit
return depth(out, 10)
def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
ep11 = JPBD_11.src_cut
opstart = 0
opstart_ep11, opend_ep11 = 744, 3140
h = 720
w = get_w(h)
b, c = vdf.get_bicubic_params('robidoux')
# Fix compositing error in the OP
ncop, op_11 = src, ep11[opstart_ep11:opend_ep11 + 1]
fix = lvf.rfs(ncop, op_11, [(0, 79), (1035, 1037)])
src = depth(fix, 32)
def denoise_and_rescale(clip):
denoise = hybrid_denoise(clip, 0.5, 2)
out = denoise
luma = get_y(out)
line_mask = vdf.edge_detect(luma, 'FDOG', 0.05, (1, 1))
descale = core.descale.Debicubic(luma, w, h, b, c)
upscale = vdf.fsrcnnx_upscale(descale, None, descale.height * 2,
'_shaders/FSRCNNX_x2_56-16-4-1.glsl',
core.resize.Point)
antialias = single_rate_antialiasing(upscale,
13,
alpha=0.3,
beta=0.45,
gamma=320,
mdis=18)
scaled = muvf.SSIM_downsample(antialias,
src.width,
src.height,
kernel='Bicubic')
rescale = core.std.MaskedMerge(luma, scaled, line_mask)
merged = vdf.merge_chroma(rescale, out)
return depth(merged, 16)
out = denoise_and_rescale(src)
to_zoom = denoise_and_rescale(depth(JPBD_11.src_cut[8590:8605], 32))
zoom = core.std.FrameEval(to_zoom, partial(_zoom_prog, clip=to_zoom))
out = insert_clip(out, zoom, 1685)
antialias = lvf.rfs(
out,
lvf.sraa(out,
1.65,
9,
alpha=0.3,
beta=0.45,
gamma=240,
nrad=3,
mdis=25), [(opstart + 840, opstart + 881)])
out = antialias
# Slight sharp though CAS
sharp = hvf.LSFmod(out,
strength=75,
Smode=3,
Lmode=1,
edgemode=1,
edgemaskHQ=True)
out = sharp
dering = gf.HQDeringmod(out, thr=16, darkthr=0.1, show=False)
out = dering
warp = xvs.WarpFixChromaBlend(out, thresh=48, depth=8)
out = warp
preden = core.knlm.KNLMeansCL(out,
d=0,
a=3,
h=0.6,
device_type='GPU',
channels='Y')
mask = lvf.denoise.detail_mask(preden, brz_a=2000, brz_b=800, rad=4)
deband = dbs.f3kpf(out, 17, 42, 42)
deband_b = placebo.deband(out, 22, 6, 2)
deband = lvf.rfs(deband, deband_b, [(opstart + 1515, opstart + 1603)])
deband = core.std.MaskedMerge(deband, out, mask)
out = deband
adg_mask = core.adg.Mask(out.std.PlaneStats(),
20).std.Expr(f'x x {128<<8} - 0.25 * +')
grain = core.grain.Add(out, 0.2, constant=True)
grain = core.std.MaskedMerge(out, grain, adg_mask, 0)
out = grain
return depth(out, 10)
def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
src = depth(src, 32)
h = 720
w = get_w(h)
# getnative script returns 0.2 0.5 as best combo but it introduces too much halos.
# I think it's plain mitchell but robidoux is good too and very slightly sharp.
b, c = vdf.get_bicubic_params('robidoux')
opstart = 0
denoise = hybrid_denoise(src, 0.5, 2)
out = denoise
luma = get_y(out)
line_mask = vdf.edge_detect(luma, 'FDOG', 0.05, (1, 1))
descale = core.descale.Debicubic(luma, w, h, b, c)
upscale = vdf.fsrcnnx_upscale(descale, None, descale.height*2, '_shaders/FSRCNNX_x2_56-16-4-1.glsl', core.resize.Point)
antialias = single_rate_antialiasing(upscale, 13, alpha=0.3, beta=0.45, gamma=320, mdis=18)
scaled = muvf.SSIM_downsample(antialias, src.width, src.height, kernel='Bicubic')
rescale = core.std.MaskedMerge(luma, scaled, line_mask)
merged = vdf.merge_chroma(rescale, out)
out = depth(merged, 16)
antialias = lvf.rfs(out, lvf.sraa(out, 1.65, 9, alpha=0.3, beta=0.45, gamma=240, nrad=3, mdis=25),
[(opstart+840, opstart+881)])
out = antialias
# Slight sharp though CAS
sharp = hvf.LSFmod(out, strength=75, Smode=3, Lmode=1, edgemode=1, edgemaskHQ=True)
out = sharp
dering = gf.HQDeringmod(out, thr=16, darkthr=0.1, show=False)
out = dering
warp = xvs.WarpFixChromaBlend(out, thresh=48, depth=8)
out = warp
preden = core.knlm.KNLMeansCL(out, d=0, a=3, h=0.6, device_type='GPU', channels='Y')
mask = lvf.denoise.detail_mask(preden, brz_a=2000, brz_b=800, rad=4)
deband = dbs.f3kpf(out, 17, 42, 42)
deband_b = placebo.deband(out, 22, 6, 2)
deband = lvf.rfs(deband, deband_b, [(opstart+1515, opstart+1603)])
deband = core.std.MaskedMerge(deband, out, mask)
out = deband
adg_mask = core.adg.Mask(out.std.PlaneStats(), 20).std.Expr(f'x x {128<<8} - 0.25 * +')
grain = core.grain.Add(out, 0.2, constant=True)
grain = core.std.MaskedMerge(out, grain, adg_mask, 0)
out = grain
return depth(out, 10)
def do_filter():
"""Vapoursynth filtering"""
def _nneedi3_clamp(clip: vs.VideoNode, strength: int = 1) -> vs.VideoNode:
bits = clip.format.bits_per_sample - 8
thr = strength * (1 >> bits)
luma = get_y(clip)
def _strong(clip: vs.VideoNode) -> vs.VideoNode:
args = dict(alpha=0.25,
beta=0.5,
gamma=40,
nrad=2,
mdis=20,
vcheck=3)
clip = core.eedi3m.EEDI3(clip, 1, True, **args).std.Transpose()
clip = core.eedi3m.EEDI3(clip, 1, True, **args).std.Transpose()
return core.resize.Spline36(clip,
luma.width,
luma.height,
src_left=-.5,
src_top=-.5)
def _weak(clip: vs.VideoNode) -> vs.VideoNode:
args = dict(nsize=3, nns=2, qual=2)
clip = core.znedi3.nnedi3(clip, 1, True, **args).std.Transpose()
clip = core.znedi3.nnedi3(clip, 1, True, **args).std.Transpose()
return core.resize.Spline36(clip,
luma.width,
luma.height,
src_left=-.5,
src_top=-.5)
clip_aa = core.std.Expr(
[_strong(luma), _weak(luma), luma],
'x z - y z - * 0 < y x y {0} + min y {0} - max ?'.format(thr))
return vdf.merge_chroma(clip_aa, clip)
def _perform_endcard(path: str, ref: vs.VideoNode) -> vs.VideoNode:
endcard = lvf.src(path).std.AssumeFPS(ref)
endcard = core.std.CropRel(endcard,
left=10,
top=17,
right=17,
bottom=23)
endcard = core.resize.Bicubic(endcard,
ref.width,
ref.height,
vs.RGBS,
dither_type='error_diffusion')
endcard = iterate(
endcard, partial(core.w2xc.Waifu2x, noise=3, scale=1, photo=True),
2)
endcard = core.resize.Bicubic(endcard,
format=vs.YUV444PS,
matrix_s='709',
dither_type='error_diffusion')
return Tweak(endcard, sat=1.2, bright=-0.05, cont=1.2)
src = JPBD.src_cut
src = depth(src, 16)
denoise = CoolDegrain(src, tr=2, thsad=48, blksize=8, overlap=4, plane=4)
antialias_a = _nneedi3_clamp(denoise)
antialias_b = lvf.sraa(denoise, rep=6)
antialias = lvf.rfs(antialias_a, antialias_b, [(29453, 29476),
(29510, 29532),
(29640, 29663),
(29775, 29798),
(29866, 29889),
(30011, 30034)])
predenoise = mClean(antialias, thSAD=200, chroma=False)
detail_mask = lvf.denoise.detail_mask(predenoise,
rad=2,
radc=2,
brz_a=3250,
brz_b=1250)
ret_mask = kgf.retinex_edgemask(predenoise).std.Binarize(
9250).std.Median().std.Inflate()
line_mask = core.std.Expr([detail_mask, ret_mask], 'x y max')
deband = core.neo_f3kdb.Deband(antialias,
17,
42,
42,
42,
12,
0,
sample_mode=4,
keep_tv_range=True)
deband = core.std.MaskedMerge(deband, antialias, line_mask)
grain_a = kgf.adaptive_grain(deband, 0.25, luma_scaling=10)
grain_b = adptvgrnMod(deband,
2,
size=2,
luma_scaling=2,
static=False,
grain_chroma=False)
grain = lvf.rfs(grain_a, grain_b, [(5149, 5598), (8691, 10137)])
borders_mask = vdf.region_mask(
src.std.BlankClip(format=vs.GRAY16, color=(256 << 8) - 1), 240 + 2,
240 + 2, 0, 0)
borders = core.std.MaskedMerge(src, grain, borders_mask)
borders = lvf.rfs(grain, borders, [(5149, 5598)])
endcard = _perform_endcard(
'[BDMV][200304][Magia Record][Vol.1]/Scans/endcard1_front_descreen.png',
src)
endcard_length = 119
final = core.std.Splice([borders, endcard * endcard_length], True)
final = core.resize.Bicubic(final,
format=vs.YUV420P10,
dither_type='error_diffusion')
final = core.std.Limiter(final, 16, [235 << 2, 240 << 2])
return depth(final, 10), endcard_length
def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
src = depth(src, 32)
edstart, edend = 13572, 15642
denoise = mvf.BM3D(src, 1.1, radius1=1, depth=16)
out = denoise
antialias = lvf.sraa(out,
2,
13,
downscaler=core.resize.Bicubic,
gamma=500,
nrad=2,
mdis=16)
out = antialias
deband_mask = lvf.denoise.detail_mask(out, brz_a=2250,
brz_b=1600).std.Median()
deband = dbs.f3kbilateral(out, 17, 48, 48)
deband_a = dbs.f3kbilateral(out, 22, 96, 96)
deband = lvf.rfs(deband, deband_a, [(edstart, edend)])
deband = core.std.MaskedMerge(deband, out, deband_mask)
out = deband
grain = core.grain.Add(out, 0.3, constant=True)
out = grain
endcard = endcard_source(
r'endcards\yande.re 619247 cleavage cocytus crossover dress emilia_(re_zero) isekai_quartet masha mecha neko overlord thighhighs uniform wings youjo_senki.jpg',
src)
endcard_ar = endcard.width / endcard.height
endcard_ev = bool(endcard.format.name == 'YUV420P8')
endcard = depth(endcard, 16)
endcard = gf.MaskedDHA(endcard,
rx=1.4,
ry=1.4,
darkstr=0.3,
brightstr=1.0,
maskpull=48,
maskpush=140)
endcard = dbs.f3kpf(endcard, 22, 48, 48).grain.Add(10, constant=True)
if endcard_ar > 16 / 9:
w, h = get_w(src.height, endcard_ar, only_even=endcard_ev), src.height
elif endcard_ar < 16 / 9:
w, h = src.width, get_h(src.width, endcard_ar, only_even=endcard_ev)
else:
w, h = src.width, src.height
endcard = core.resize.Bicubic(endcard,
w,
h,
range_in=1,
range=0,
dither_type='error_diffusion')
endcard = core.std.CropAbs(endcard,
1920,
1080,
top=round((endcard.height - 1080) / 2 / 2) * 2)
final = core.std.Splice([out, endcard * (17263 - src.num_frames)],
mismatch=True)
return core.resize.Bicubic(final,
format=vs.YUV420P10,
dither_type='error_diffusion')
def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
src = depth(src, 16)
out = src
denoise = mvf.BM3D(out, [2.5, 1.5], radius1=1)
diff = core.std.MakeDiff(out, denoise)
out = denoise
luma = get_y(out)
dehalo = gf.MaskedDHA(luma,
rx=2.5,
ry=2.5,
darkstr=0.15,
brightstr=1.2,
maskpull=48,
maskpush=140)
out = dehalo
dering = gf.HQDeringmod(out, sharp=3, drrep=24, thr=24, darkthr=0)
out = dering
antialias_mask = gf.EdgeDetect(out, 'FDOG')
antialias = lvf.sraa(out,
1.5,
13,
gamma=100,
downscaler=core.resize.Spline64)
out = core.std.MaskedMerge(out, antialias, antialias_mask)
out = vdf.merge_chroma(out, denoise)
warp = xvs.WarpFixChromaBlend(out, 64, depth=8)
out = warp
deband_mask = lvf.denoise.detail_mask(out, brz_a=2250,
brz_b=1500).std.Median()
deband = dbs.f3kpf(out, 17, 36, 36)
deband = core.std.MaskedMerge(deband, out, deband_mask)
out = deband
grain_original = core.std.MergeDiff(out, diff)
grain_new = core.grain.Add(out, 0.15, 0, constant=True)
grain_mask = core.adg.Mask(out.std.PlaneStats(),
30).std.Expr(f'x x {96<<8} - 0.25 * +')
grain = core.std.MaskedMerge(grain_new, grain_original, grain_mask)
out = grain
# Ending credits
antialias_ed_mask = gf.EdgeDetect(src, 'FDOG')
antialias_ed = lvf.sraa(src, 2, 13)
antialias_ed = core.std.MaskedMerge(out, antialias_ed, antialias_ed_mask)
cred = lvf.rfs(
out,
core.std.MaskedMerge(antialias_ed, src,
lvf.src('spe_mask/03.png', src)[0]),
[(1800, src.num_frames - 1)])
out = cred
return depth(out, 10)
def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
# src += src[-1]
src = depth(src, 16)
out = src
opstart, opend = 480, 2637
edstart, edend = 32249, 34405
# Remove the noise
ref = hvf.SMDegrain(out, tr=1, thSAD=300, plane=4)
denoise = mvf.BM3D(out, sigma=[2, 1], radius1=1, ref=ref)
out = denoise
# Limited antialiasing
y = get_y(out)
lineart = core.std.Sobel(y).std.Binarize(75<<8).std.Maximum().std.Inflate()
aa = lvf.sraa(y, 2, 13, downscaler=partial(core.resize.Bicubic, filter_param_a=-0.5, filter_param_b=0.25))
sharp = hvf.LSFmod(aa, strength=70, Smode=3, edgemode=0, source=y)
y = core.std.MaskedMerge(y, sharp, lineart)
out = vdf.merge_chroma(y, out)
# Deband masks
planes = split(out)
preden = core.dfttest.DFTTest(out, sigma=14.0, sigma2=10.0, sbsize=1, sosize=0).rgvs.RemoveGrain(3)
grad_mask, yrangebig = morpho_mask(preden)
rgb = core.resize.Bicubic(preden, 960, 540, format=vs.RGB48).std.SetFrameProp('_Matrix', delete=True)
chroma_masks = [core.std.Prewitt(p).std.Binarize(5500).rgvs.RemoveGrain(11) for p in split(rgb) + split(preden)[1:]]
chroma_mask = core.std.Expr(chroma_masks, 'x y + z + a + b +').std.Maximum()
chroma_mask = core.std.Merge(chroma_mask, chroma_mask.std.Minimum()).std.BoxBlur(0, 1, 1, 1, 1)
fdogmask = vdf.edge_detect(preden.std.Median(), 'FDOG', 8250, (4, 1)).std.BoxBlur(0, 2, 1, 2, 1)
detail_mask = lvf.denoise.detail_mask(planes[0].std.BoxBlur(0, 1, 1, 1, 1), brz_a=3300, brz_b=2000)
# Debanding stages
debands = [None] * 3
deband_y_strong = dbs.f3kbilateral(planes[0], 16, 65)
deband_y_normal = dumb3kdb(planes[0], 16, 36)
deband_y_light = core.std.MaskedMerge(dumb3kdb(planes[0], 14, 32), planes[0], detail_mask)
debands[1] = dbs.f3kbilateral(planes[1], 12, 50)
debands[2] = dbs.f3kbilateral(planes[2], 12, 50)
debands[0] = core.std.MaskedMerge(deband_y_strong, deband_y_normal, grad_mask)
debands[0] = core.std.MaskedMerge(debands[0], deband_y_light, yrangebig)
debands[1], debands[2] = [core.std.MaskedMerge(debands[i], planes[i], chroma_mask) for i in range(1, 3)]
deband = join(debands)
deband = lvf.rfs(deband, core.std.MaskedMerge(dbs.f3kbilateral(out, 20, 97), out, fdogmask), [(opstart+2019, opstart+2036), (opstart+1504, opstart+1574)])
out = deband
# Regraining
ref = get_y(out).std.PlaneStats()
adgmask_a = core.adg.Mask(ref, 25)
adgmask_b = core.adg.Mask(ref, 10)
stgrain_a = core.grain.Add(out, 0.1, 0, seed=333)
stgrain_a = core.std.MaskedMerge(out, stgrain_a, adgmask_b.std.Invert())
stgrain_b = sizedgrn(out, 0.2, 0.1, 1.15, sharp=80, seed=333)
stgrain_b = core.std.MaskedMerge(out, stgrain_b, adgmask_b)
stgrain_b = core.std.MaskedMerge(out, stgrain_b, adgmask_a.std.Invert())
stgrain = core.std.MergeDiff(stgrain_b, out.std.MakeDiff(stgrain_a))
dygrain = sizedgrn(out, 0.3, 0.1, 1.25, sharp=80, static=False, seed=333)
dygrain = core.std.MaskedMerge(out, dygrain, adgmask_a)
grain = core.std.MergeDiff(dygrain, out.std.MakeDiff(stgrain))
out = grain
# Credits OP and ED
ref = src
src_ncop, src_nced = [depth(c, 16) for c in [JPBD_NCOP.src_cut, JPBD_NCED.src_cut]]
src_c, src_ncop, src_nced = [c.std.BoxBlur(0, 2, 1, 2, 1) for c in [src, src_ncop, src_nced]]
opening_mask = vdf.dcm(out, src_c[opstart:opend+1], src_ncop[:opend-opstart+1], opstart, opend, 2, 2)
ending_mask = vdf.dcm(out, src_c[edstart:edend+1], src_nced[:edend-edstart+1], edstart, edend, 2, 2)
credit_mask = core.std.Expr([opening_mask, ending_mask], 'x y +').std.Inflate()
credit = lvf.rfs(out, core.std.MaskedMerge(out, ref, credit_mask), [(opstart, opend), (edstart, edend)])
out = credit
# Fix letterboxes ending
crop = core.std.Crop(out, 0, 0, 132, 132).edgefixer.ContinuityFixer(0, 1, 0, 0)
crop = core.std.AddBorders(crop, 0, 0, 132, 132)
out = lvf.rfs(out, crop, [(edstart, edend)])
return depth(out, 10).std.Limiter(16<<2, [235<<2, 240<<2], [0, 1, 2])
def filterchain() -> Union[vs.VideoNode, Tuple[vs.VideoNode, ...]]:
"""Main filterchain"""
import lvsfunc as lvf
import rekt
import vardefunc as vdf
from awsmfunc import bbmod
from ccd import ccd
from muvsfunc import SSIM_downsample
from vsutil import depth, get_y
src = JP_BD.clip_cut
op1 = JP_NCOP.clip_cut # Minor composition fix
src = lvf.rfs(src, op1, [(1119, 1120)])
rkt = rekt.rektlvls(src, [0, -1], [30, 17], [0], [17])
bb_y = bbmod(rkt,
top=2,
left=2,
right=2,
bottom=2,
u=False,
v=False,
blur=9999)
bb_uv = bbmod(bb_y, left=2, right=2, y=False)
bb = depth(bb_uv, 32)
descale = lvf.kernels.Spline36().descale(get_y(bb), 1280, 720)
up_chr = vdf.scale.to_444(bb, 1920, 1080, True).resize.Bicubic(1280, 720)
descale_merge = vdf.misc.merge_chroma(descale, up_chr)
denoise_down = lvf.deblock.vsdpir(descale_merge,
strength=0.5,
mode='deblock',
matrix=1,
i444=True,
cuda=True)
supersample = vdf.scale.nnedi3_upscale(get_y(denoise_down))
downscaled = SSIM_downsample(supersample,
bb.width,
bb.height,
smooth=((3**2 - 1) / 12)**0.5,
sigmoid=True,
filter_param_a=0,
filter_param_b=0)
scaled = vdf.misc.merge_chroma(downscaled, bb)
scaled = depth(scaled, 16)
den_uv = ccd(scaled, matrix='709')
decs = vdf.noise.decsiz(den_uv, sigmaS=8, min_in=200 << 8, max_in=232 << 8)
nn_aa = lvf.aa.nnedi3(opencl=True, dh=False)(decs)
sraa = lvf.sraa(decs, rfactor=1.75)
clmp = lvf.aa.clamp_aa(decs, nn_aa, sraa)
dehalo = lvf.dehalo.masked_dha(clmp, brightstr=0.65)
deband = flt.masked_f3kdb(dehalo, rad=17, thr=[24, 16], grain=[24, 12])
grain = vdf.noise.Graigasm(thrs=[x << 8 for x in (32, 80, 128, 176)],
strengths=[(0.20, 0.0), (0.15, 0.0),
(0.10, 0.0), (0.0, 0.0)],
sizes=(1.20, 1.15, 1.10, 1),
sharps=(100, 80, 60, 20),
grainers=[
vdf.noise.AddGrain(seed=69420,
constant=False),
vdf.noise.AddGrain(seed=69420,
constant=False),
vdf.noise.AddGrain(seed=69420,
constant=True)
]).graining(deband)
no_flt = lvf.rfs(grain, depth(bb, 16), no_filter)
return no_flt
def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
src = depth(src, 16)
out = src
edstart1, edend1 = 37428, 37428 + 2160
edstart2, edend2 = edend1 + 12, edend1 + 2160
ref = hvf.SMDegrain(out, thSAD=300)
denoise = mvf.BM3D(out, [1.5, 1.25], radius1=1, ref=ref)
out = denoise
y = get_y(out)
lineart = gf.EdgeDetect(y, 'scharr').morpho.Dilate(2, 2).std.Inflate()
fkrescale = fake_rescale(
y, 882, 0, 1,
deringer=lambda x: gf.MaskedDHA(x, rx=1.85, ry=1.85, darkstr=0.25, brightstr=1.0, maskpull=100, maskpush=200),
antialiser=lambda c: lvf.sraa(c, 2, 13, downscaler=core.resize.Bicubic)
)
merged = core.std.MaskedMerge(y, fkrescale, lineart)
out = vdf.merge_chroma(merged, out)
dering = hvf.EdgeCleaner(out, 17, smode=1, hot=True)
out = dering
out = lvf.rfs(out, denoise, [(edstart1, src.num_frames - 1)])
detail_mask = lvf.mask.detail_mask(out, brz_a=2250, brz_b=1000)
deband = vdf.dumb3kdb(out, 15, threshold=17, grain=(24, 0))
deband = core.std.MaskedMerge(deband, out, detail_mask)
out = deband
grain = adptvgrnMod(out, 0.3, static=True, grain_chroma=False, hi=[128, 240], seed=333)
out = grain
decz = vdf.decsiz(out, min_in=128 << 8, max_in=200 << 8)
out = decz
ref = depth(src, 16)
src_c, src_nced1, src_nced2 = [
depth(x, 16).std.Convolution(
[1, 2, 1, 2, 4, 2, 1, 2, 1]
) for x in [src, JPBD_NCED1.src_cut, JPBD_NCED2.src_cut]
]
ending_mask1 = vdf.dcm(out, src_c[edstart1:edend1 + 1], src_nced1[:edend1 - edstart1 + 1], edstart1, edend1, 2, 2)
ending_mask2 = vdf.dcm(out, src_c[edstart2:edend2 + 1], src_nced2[:edend2 - edstart2 + 1], edstart2, edend2, 2, 2)
ending_mask = core.std.Expr([ending_mask1, ending_mask2], 'x y +')
ending_mask = iterate(ending_mask, core.std.Inflate, 4)
credit = out
credit = lvf.rfs(credit, core.std.MaskedMerge(credit, ref, ending_mask), [(edstart1, edend2)])
credit = lvf.rfs(credit, ref, [(21594, 21737), (39589, 39599), (41744, src.num_frames - 1)])
out = credit
return depth(out, 10).std.Limiter(16 << 2, [235 << 2, 240 << 2], [0, 1, 2])
def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
src = depth(src, 16)
h = 882
w = get_w(h)
kernel = 'lanczos'
taps = 5
opstart, opend = 1918, 4076
edstart, edend = 31768, 33925
denoise = CoolDegrain(src, tr=1, thsad=24, blksize=8, overlap=4, plane=4)
out = denoise
luma = get_y(out)
descale = kgf.get_descale_filter(kernel, taps=taps)(depth(luma, 32), w, h)
upscale = vdf.fsrcnnx_upscale(
depth(descale, 16), src.width, src.height,
'_assets/shaders/FSRCNNX_x2_56-16-4-1.glsl',
partial(core.resize.Bicubic, filter_param_a=0, filter_param_b=0))
out = upscale
import G41Fun as gf
from vsTAAmbk import TAAmbk
dehalo = gf.MaskedDHA(out,
rx=2.8,
ry=2.8,
darkstr=0.4,
brightstr=1.4,
maskpull=48,
maskpush=140)
aaa = TAAmbk(dehalo, 'Eedi3SangNom', cycle=4, mtype=0)
aaa = lvf.rfs(out, aaa, [(16052, 16105)])
out = aaa
unwarp = line_darkening(out, 0.275).warp.AWarpSharp2(depth=-2.5)
sharp = hvf.LSFmod(unwarp,
strength=90,
Smode=3,
Lmode=1,
edgemode=1,
edgemaskHQ=True)
stabilize = stabilization(out, sharp, 2, 1, 8, 16)
out = vdf.merge_chroma(stabilize, denoise)
antialias = lvf.sraa(out, 1.4, rep=7, downscaler=core.resize.Bicubic)
out = lvf.rfs(antialias, vdf.merge_chroma(upscale, denoise),
[(edstart, edend)])
deband_mask = lvf.denoise.detail_mask(out, brz_a=2000, brz_b=1000)
deband = dbs.f3kpf(out, 17, 36, 36)
deband = core.std.MaskedMerge(deband, out, deband_mask)
deband = core.neo_f3kdb.Deband(deband,
preset='depth',
grainy=24,
grainc=18,
keep_tv_range=True)
out = deband
grain = kgf.adaptive_grain(out, 0.2, luma_scaling=14)
out = grain
rescale_mask = vdf.drm(src, h, kernel, taps, mthr=40, sw=4, sh=4)
creditless_mask = core.std.Expr([
vdf.dcm(src, src[opstart:opend + 1],
JPBD_NCOP.src_cut[:opend - opstart + 1], opstart, opend, 2,
2).std.Deflate(),
vdf.dcm(src, src[edstart:edend + 1],
JPBD_NCED.src_cut[:edend - edstart + 1], edstart, edend, 2,
2).std.Deflate()
], 'x y +')
credit = out
credit = lvf.rfs(credit, core.std.MaskedMerge(credit, src, rescale_mask,
0),
[(opstart + 425, opstart + 698),
(33972, src.num_frames - 1), (21962, 22009)])
credit = lvf.rfs(credit,
core.std.MaskedMerge(credit, src, creditless_mask, 0),
[(opstart, opend), (edstart, edend)])
credit = lvf.rfs(credit, src, [(5057, 5104), (12371, 12418)])
out = credit
return depth(out, 10)
def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
out = depth(src, 16)
denoise = hvf.SMDegrain(out, thSAD=150, thSADC=75)
out = denoise
y = get_y(out)
lineart = core.std.Sobel(y).std.Binarize(
75 << 8).std.Maximum().std.Inflate()
antialias = lvf.sraa(y,
1.5,
9,
downscaler=core.resize.Spline36,
gamma=200,
mdis=18)
sharp = hvf.LSFmod(antialias,
strength=95,
Smode=3,
Lmode=1,
edgemode=1,
edgemaskHQ=True)
minmax = core.std.Expr([y, sharp, antialias], 'x y z min max y z max min')
merge = core.std.MaskedMerge(y, minmax, lineart)
out = vdf.merge_chroma(merge, out)
y = get_y(out)
detail_dark_mask = detail_dark_mask_func(y, brz_a=10000, brz_b=9000)
detail_light_mask = lvf.denoise.detail_mask(y, brz_a=2500, brz_b=1200)
detail_mask = core.std.Expr([detail_dark_mask, detail_light_mask],
'x y +').std.Median()
detail_mask_grow = iterate(detail_mask, core.std.Maximum, 2)
detail_mask_grow = iterate(detail_mask_grow, core.std.Inflate,
2).std.Convolution([1, 1, 1, 1, 1, 1, 1, 1, 1])
detail_mask = core.std.Expr([y, detail_mask_grow, detail_mask],
f'x {28<<8} < y z ?')
deband = dbs.f3kpf(out, 17, 24, 24)
deband_b = dbs.f3kbilateral(out, 20, 128, 128)
deband = lvf.rfs(deband, deband_b, [(17700, 17803), (22056, 22088),
(22136, 22170)])
deband = core.std.MaskedMerge(deband, out, detail_mask)
out = deband
grain = adptvgrnMod(out,
0.2,
0.1,
1.25,
luma_scaling=14,
sharp=80,
static=False,
lo=19,
hi=[192, 240])
out = grain
return depth(out, 10).std.Limiter(16 << 2, [235 << 2, 240 << 2], [0, 1, 2])
def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
src = depth(src, 16)
out = src
if out.num_frames < 34046:
while out.num_frames != 34046:
out += out[-1]
opstart, opend = 0, 2157
h = 720
w = get_w(h)
fixedges = awf.bbmod(out, 2, 2, 2, 2, 64<<8, 999)
out = fixedges
decomb = hvf.Vinverse(out)
decomb = lvf.rfs(out, decomb, [(2187, 2195)])
ref = decomb
out = decomb
from adptvgrnMod import adptvgrnMod
first_denoise = hybrid_denoise(out, 0.35, 1.5)
regrain = adptvgrnMod(first_denoise, 0.275, 0.175, 1.25, 45)
regrain = lvf.rfs(out, regrain, [(28691, 28818)])
out = regrain
clean = core.knlm.KNLMeansCL(out, h=0.55, a=2, d=3, device_type='gpu', device_id=0, channels='UV')
clean = core.knlm.KNLMeansCL(clean, h=0.55, a=2, d=3, device_type='gpu', device_id=0, channels='Y')
diff_den = core.std.MakeDiff(out, clean)
out = depth(clean, 32)
luma = get_y(out)
line_mask = vdf.edge_detect(luma, 'FDOG', 0.05, (1, 1))
descale = core.descale.Debilinear(luma, w, h)
upscale = vdf.nnedi3_upscale(descale, correct_shift=False, pscrn=1).resize.Bicubic(src.width, src.height, src_left=.5, src_top=.5)
rescale = core.std.MaskedMerge(luma, upscale, line_mask)
merged = vdf.merge_chroma(rescale, out)
out = depth(merged, 16)
moozzi = warping(out, 0.4, 4)
sharp = hvf.LSFmod(moozzi, strength=95, Smode=3, Lmode=1, edgemode=1, edgemaskHQ=True)
out = sharp
deband_mask = lvf.denoise.detail_mask(out, brz_a=2000, brz_b=1000)
deband = dbs.f3kpf(out, 17, 30, 30)
deband = core.std.MaskedMerge(deband, out, deband_mask)
out = deband
grain_org = core.std.MergeDiff(out, diff_den)
out = grain_org
credit_mask = vdf.diff_rescale_mask(ref, mthr=40, sw=5, sh=5)
credit_mask = vdf.region_mask(credit_mask, 10, 10, 10, 10).std.Inflate().std.Inflate()
antialias = lvf.sraa(ref, 2, 13, downscaler=core.resize.Bicubic)
credit = lvf.rfs(out, core.std.MaskedMerge(out, antialias, credit_mask),
[(2188, 2305), (33926, src.num_frames-1)])
credit = lvf.rfs(credit, core.std.MaskedMerge(out, ref, credit_mask), [(31684, 33925)])
out = credit
src_c, ncop = [clip.std.Median() for clip in [src, JPBD_NCOP.src_cut]]
opening_mask = vdf.dcm(out, src_c[opstart:opend+1], ncop[:opend-opstart+1], opstart, opend, 3, 3)
credit_mask = opening_mask.std.Convolution([1]*9)
credit = lvf.rfs(out, core.std.MaskedMerge(out, src, credit_mask), [(opstart, opend)])
out = credit
return depth(out, 10)
def filterchain() -> Union[vs.VideoNode, Tuple[vs.VideoNode, ...]]:
"""Main filterchain"""
import EoEfunc as eoe
import havsfunc as haf
import kagefunc as kgf
import lvsfunc as lvf
import vardefunc as vdf
from adptvgrnMod import adptvgrnMod
from ccd import ccd
from vsdpir import DPIR
from vsutil import depth
src = pre_filter()
src = depth(src, 16)
# Fix slight green tint present throughout parts of the OP
src_g = core.std.Expr(src, ["", "", "x 32768 = x x 96 + ?"])
src_g = lvf.rfs(src, src_g, [(None, 873)])
scaled, descale_mask = flt.rescaler(src_g,
height=854,
shader_file=shader_file)
# Denoising this is rough. Lots of fine detail that's easy to destroy.
detail_mask = flt.detail_mask(scaled,
pf_sigma=1.5,
rxsigma=[50, 150, 200, 300],
rad=2,
brz=[2250, 3500])
denoise_y = eoe.dn.BM3D(scaled, sigma=[0.3, 0])
denoise_y_str = flt.to_yuvps(
DPIR(flt.to_rgbs(scaled),
strength=40,
task='deblock',
device_type='cpu'))
denoise_y = lvf.rfs(denoise_y, denoise_y_str, [(1384, 1398)])
denoise_uv = ccd(denoise_y, threshold=7, matrix='709')
denoise_uv_rep = core.std.MaskedMerge(denoise_uv, denoise_y, detail_mask)
stab = haf.GSMC(denoise_uv_rep, radius=1, thSAD=200, planes=[0])
stab = lvf.rfs(
stab, scaled,
[(1399, 1400),
(1408, 1416)]) # Undo denoising because it eats lines on these scenes
decs = vdf.noise.decsiz(stab, sigmaS=8, min_in=200 << 8, max_in=232 << 8)
# F**k ufo lines
eed = lvf.aa.nneedi3_clamp(decs, strength=1.6)
sraa = lvf.sraa(decs, rfactor=1.5, aafun=flt.eedi3_singlerate_custom)
clamp_aa = lvf.aa.clamp_aa(decs, eed, sraa, strength=1.6)
# Certain frames have truly godawful aliasing. We attempt to fix those here
tsraa = flt.transpose_sraa(decs,
rfactor=1.5,
aafun=flt.eedi3_singlerate_custom)
tsraa_rep = core.rgvs.Repair(tsraa, clamp_aa, 13)
aa_rfs = lvf.rfs(clamp_aa, tsraa_rep, strong_aa)
# F**k ufo lines
ec = haf.EdgeCleaner(aa_rfs, strength=4)
# This fixes up all the super red scenes fairly well
crecon = lvf.recon.chroma_reconstruct(ec)
deband_a = flt.masked_f3kdb(crecon,
rad=18,
thr=24,
grain=[24, 16],
mask_args={'brz': (1250, 2250)})
deband_b = flt.masked_f3kdb(crecon,
rad=24,
thr=40,
grain=[32, 24],
mask_args={'brz': (1000, 1750)})
deband_c = flt.placebo_debander(crecon,
grain=2,
iterations=2,
threshold=8,
radius=16)
deband = lvf.rfs(deband_a, deband_b, [])
deband = kgf.crossfade(deband[:2246 + 48], deband_c[2246:], 47)
deband = lvf.rfs(deband, crecon, [(1399, 1400)])
sqmask = lvf.mask.BoundingBox((699, 50), (526, 870)).get_mask(deband)
sqmask = core.bilateral.Gaussian(sqmask, sigma=4)
blur = core.bilateral.Gaussian(deband,
sigma=25).bilateral.Gaussian(sigma=25)
blur_mask = core.std.MaskedMerge(blur, deband, sqmask)
blurred = kgf.crossfade(deband[:2412 + 48], blur_mask[2411:], 48)
blurred_del = core.std.DeleteFrames(blurred, [2293])
grain_a = adptvgrnMod(blurred_del,
seed=42069,
strength=0.15,
static=True,
size=1.15,
sharp=80,
grain_chroma=False)
grain_b = adptvgrnMod(blurred_del,
seed=42069,
strength=0.25,
static=True,
size=1.15,
sharp=100,
grain_chroma=False)
grain_c = adptvgrnMod(blurred_del,
seed=42069,
strength=0.2,
static=False,
size=1.15,
sharp=100,
grain_chroma=False)
grain = lvf.rfs(grain_a, grain_b, [(2390, None)])
grain = lvf.rfs(grain, grain_c, [(885, 1149), (1324, 1345), (1489, 1506),
(1603, 1810), (1981, 1996)])
# Accidentally a frame during one of the previous processes. Easy to fix, though.
oopsie = core.std.DeleteFrames(grain, [grain.num_frames - 1])
out = enc.dither_down(oopsie)
return out
def filterchain() -> Union[vs.VideoNode, Tuple[vs.VideoNode, ...]]:
"""Main VapourSynth filterchain"""
import EoEfunc as eoe
import lvsfunc as lvf
import vardefunc as vdf
from ccd import ccd
from finedehalo import fine_dehalo
from vsutil import depth, get_y
src, ep = JP_BD.clip_cut, JP_EP.clip_cut
src = lvf.rfs(src, ep, [(811, 859)])
src = depth(src, 16)
# This noise can burn in hell.
denoise_pre = get_y(src.dfttest.DFTTest(sigma=1.0))
denoise_ret = core.retinex.MSRCP(denoise_pre,
sigma=[50, 200, 350],
upper_thr=0.005)
denoise_mask = flt.detail_mask(denoise_ret, sigma=2.0,
lines_brz=3000).rgvs.RemoveGrain(4)
denoise_pre = core.dfttest.DFTTest(src, sigma=4.0)
denoise_smd = eoe.dn.CMDegrain(src,
tr=5,
thSAD=275,
freq_merge=True,
prefilter=denoise_pre)
denoise_masked = core.std.MaskedMerge(denoise_smd, src, denoise_mask)
denoise_uv = ccd(denoise_masked, threshold=6)
decs = vdf.noise.decsiz(denoise_uv,
sigmaS=8,
min_in=200 << 8,
max_in=235 << 8)
# F**K THIS SHOW'S LINEART HOLY SHIT
baa = lvf.aa.based_aa(decs.std.Transpose(), str(shader_file), gamma=120)
baa = lvf.aa.based_aa(baa.std.Transpose(), str(shader_file), gamma=120)
sraa = lvf.sraa(decs, rfactor=1.4)
clmp_aa = lvf.aa.clamp_aa(decs, baa, sraa, strength=1.65)
# AAing introduces some haloing (zzzzzz)
restr_edges = fine_dehalo(clmp_aa, decs)
restr_dark = core.std.Expr([clmp_aa, restr_edges], "x y min")
deband = core.average.Mean([
flt.masked_f3kdb(restr_dark, rad=17, thr=[28, 20], grain=[12, 8]),
flt.masked_f3kdb(restr_dark, rad=21, thr=[36, 32], grain=[24, 12]),
flt.masked_placebo(restr_dark, rad=6.5, thr=2.5, itr=2, grain=4)
])
grain = vdf.noise.Graigasm(thrs=[x << 8 for x in (32, 80, 128, 176)],
strengths=[(0.25, 0.0), (0.20, 0.0),
(0.15, 0.0), (0.0, 0.0)],
sizes=(1.20, 1.15, 1.10, 1),
sharps=(80, 70, 60, 50),
grainers=[
vdf.noise.AddGrain(seed=69420,
constant=True),
vdf.noise.AddGrain(seed=69420,
constant=False),
vdf.noise.AddGrain(seed=69420,
constant=False)
]).graining(deband)
return grain
def filterchain() -> Union[vs.VideoNode, Tuple[vs.VideoNode, ...]]:
"""Main VapourSynth filterchain"""
import EoEfunc as eoe
import lvsfunc as lvf
import vardefunc as vdf
from ccd import ccd
from finedehalo import fine_dehalo
from vsutil import depth, get_y, insert_clip
src = JP_BD.clip_cut
src_c = src
src_ncop, src_nced = JP_NCOP.clip_cut, JP_NCED.clip_cut
b = core.std.BlankClip(src, length=1)
# OP/ED stack comps to check if they line up
if opstart is not False:
op_scomp = lvf.scomp(src[opstart:opstart+src_ncop.num_frames-1]+b, src_ncop[:-op_offset]+b) \
.text.Text('src', 7).text.Text('op', 9)
if edstart is not False:
ed_scomp = lvf.scomp(src[edstart:edstart+src_nced.num_frames-1]+b, src_nced[:-ed_offset]+b) \
.text.Text('src', 7).text.Text('ed', 9)
# Splicing in NCs and diff'ing back the credits
if opstart is not False:
src = insert_clip(src, src_ncop[:-op_offset], opstart)
src = lvf.rfs(src, src_c, [(opstart + 811, opstart + 859)])
if edstart is not False:
src = insert_clip(src, src_nced[:-ed_offset], edstart)
den_src, den_ncs = map(partial(core.dfttest.DFTTest, sigma=10),
[src_c, src])
den_src, den_ncs = depth(den_src, 32), depth(den_ncs, 32)
diff = core.std.MakeDiff(den_src, den_ncs).dfttest.DFTTest(sigma=50.0)
# For some reason there's noise from previous credits remaining? Removing that here
diff_brz = vdf.misc.merge_chroma(diff.std.Binarize(0.03), diff)
diff = core.std.Expr([diff, diff_brz], "x y min")
src = depth(src, 16)
# This noise can burn in hell.
denoise_pre = get_y(src.dfttest.DFTTest(sigma=1.0))
denoise_ret = core.retinex.MSRCP(denoise_pre,
sigma=[50, 200, 350],
upper_thr=0.005)
denoise_mask = flt.detail_mask(denoise_ret, sigma=2.0,
lines_brz=3000).rgvs.RemoveGrain(4)
denoise_pre = core.dfttest.DFTTest(src, sigma=4.0)
denoise_smd = eoe.dn.CMDegrain(src,
tr=5,
thSAD=275,
freq_merge=True,
prefilter=denoise_pre)
denoise_masked = core.std.MaskedMerge(denoise_smd, src, denoise_mask)
denoise_uv = ccd(denoise_masked, threshold=6)
decs = vdf.noise.decsiz(denoise_uv,
sigmaS=8,
min_in=200 << 8,
max_in=235 << 8)
# F**K THIS SHOW'S LINEART HOLY SHIT
baa = lvf.aa.based_aa(decs.std.Transpose(), str(shader_file), gamma=120)
baa = lvf.aa.based_aa(baa.std.Transpose(), str(shader_file), gamma=120)
sraa = lvf.sraa(decs, rfactor=1.4)
clmp_aa = lvf.aa.clamp_aa(decs, baa, sraa, strength=1.65)
# AAing introduces some haloing (zzzzzz)
restr_edges = fine_dehalo(clmp_aa, decs)
restr_dark = core.std.Expr([clmp_aa, restr_edges], "x y min")
# Masking credits at the end if there's no NCED
get_max = core.std.Expr([restr_dark, decs], "x y max")
if opstart is False:
restr_dark = lvf.rfs(restr_dark, get_max, [(None, 3500)])
if edstart is False:
restr_dark = lvf.rfs(restr_dark, get_max, [(-5000, None)])
deband = core.average.Mean([
flt.masked_f3kdb(restr_dark, rad=17, thr=[28, 20], grain=[12, 8]),
flt.masked_f3kdb(restr_dark, rad=21, thr=[36, 32], grain=[24, 12]),
flt.masked_placebo(restr_dark, rad=6.5, thr=2.5, itr=2, grain=4)
])
grain = vdf.noise.Graigasm(thrs=[x << 8 for x in (32, 80, 128, 176)],
strengths=[(0.25, 0.0), (0.20, 0.0),
(0.15, 0.0), (0.0, 0.0)],
sizes=(1.20, 1.15, 1.10, 1),
sharps=(80, 70, 60, 50),
grainers=[
vdf.noise.AddGrain(seed=69420,
constant=True),
vdf.noise.AddGrain(seed=69420,
constant=False),
vdf.noise.AddGrain(seed=69420,
constant=False)
]).graining(deband)
merge_creds = core.std.MergeDiff(depth(grain, 32), diff)
return merge_creds
def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
src += src[-1]
ep10 = JPBD_10.src_cut
h = 720
w = get_w(h)
b, c = vdf.get_bicubic_params('robidoux')
opstart, opend = 2973, 5370
edstart, edend = 31887, src.num_frames - 1
opstart_ep10, opend_ep10 = 768, 3164
full_stuff = [(5449, 5580), (16465, 16620)]
# Fix compositing error in the OP
op_src, op_10 = src[opstart:opend + 1], ep10[opstart_ep10:opend_ep10 + 1]
fix = lvf.rfs(op_src, op_10, [(0, 79), (1035, 1037)])
fix_src = insert_clip(src, fix, opstart)
src = depth(fix_src, 32)
denoise = hybrid_denoise(src, 0.5, 2)
out = denoise
luma = get_y(out)
line_mask = vdf.edge_detect(luma, 'FDOG', 0.05, (1, 1))
descale = core.descale.Debicubic(luma, w, h, b, c)
upscale = vdf.fsrcnnx_upscale(descale, None, descale.height * 2,
'_shaders/FSRCNNX_x2_56-16-4-1.glsl',
core.resize.Point)
antialias = single_rate_antialiasing(upscale,
13,
alpha=0.3,
beta=0.45,
gamma=320,
mdis=18)
scaled = muvf.SSIM_downsample(antialias,
src.width,
src.height,
kernel='Bicubic')
rescale = core.std.MaskedMerge(luma, scaled, line_mask)
merged = vdf.merge_chroma(rescale, out)
out = depth(merged, 16)
antialias = lvf.rfs(
out,
lvf.sraa(out,
1.65,
9,
alpha=0.3,
beta=0.45,
gamma=240,
nrad=3,
mdis=25), [(opstart + 840, opstart + 881)])
out = antialias
# Slight sharp though CAS
sharp = hvf.LSFmod(out,
strength=75,
Smode=3,
Lmode=1,
edgemode=1,
edgemaskHQ=True)
out = sharp
dering = gf.HQDeringmod(out, thr=16, darkthr=0.1)
out = dering
warp = xvs.WarpFixChromaBlend(out, thresh=48, depth=8)
out = warp
preden = core.knlm.KNLMeansCL(out,
d=0,
a=3,
h=0.6,
device_type='GPU',
channels='Y')
deband_mask = lvf.denoise.detail_mask(preden, brz_a=2000, brz_b=800, rad=4)
deband = dbs.f3kpf(out, 17, 42, 42)
deband_b = placebo.deband(out, 22, 6, 2)
deband = lvf.rfs(deband, deband_b, [(opstart + 1515, opstart + 1603)])
deband_c = placebo.deband(deband, 17, 5, 1)
deband_c = dbs.f3kbilateral(deband_c, 22, 64, 64)
deband = lvf.rfs(deband, deband_c, [(15612, 15695)])
deband_mask2 = vdf.edge_detect(
out.knlm.KNLMeansCL(d=2, a=2, h=0.4, device_type='GPU', channels='Y'),
'FDOG', 1100, (8, 1))
deband_mask2 = iterate(deband_mask2, core.std.Deflate, 4)
deband_d = placebo.deband(out, 16, 12, 3)
deband_d = core.std.MaskedMerge(deband_d, out, deband_mask2)
deband = lvf.rfs(deband, deband_d, [(16339, 16542)])
deband = core.std.MaskedMerge(deband, out, deband_mask)
out = deband
adg_mask = core.adg.Mask(out.std.PlaneStats(),
20).std.Expr(f'x x {128<<8} - 0.25 * +')
grain = core.grain.Add(out, 0.2, constant=True)
grain = core.std.MaskedMerge(out, grain, adg_mask, 0)
out = grain
rescale_mask = vdf.drm(luma, b=b, c=c, sw=4, sh=4)
ref, rescale_mask, src, src_ncop, src_nced = [
depth(x, 16) for x in
[denoise, rescale_mask, src, JPBD_NCOP.src_cut, JPBD_NCED.src_cut]
]
credit = lvf.rfs(out, core.std.MaskedMerge(out, ref, rescale_mask),
full_stuff)
out = credit
src_c, src_ncop, src_nced = [
c.knlm.KNLMeansCL(a=7, h=35, d=0, device_type='gpu')
for c in [src, src_ncop, src_nced]
]
opening_mask = vdf.dcm(out, src_c[opstart:opend + 1],
src_ncop[:opend - opstart + 1], opstart, opend, 4,
4).std.Inflate()
ending_mask = vdf.dcm(out, src_c[edstart:edend + 1],
src_nced[:edend - edstart + 1], edstart, edend, 4,
4).std.Inflate()
credit_mask = core.std.Expr([opening_mask, ending_mask], 'x y +')
credit = lvf.rfs(out, core.std.MaskedMerge(out, ref, credit_mask),
[(opstart, opend), (edstart, edend)])
out = credit
return depth(out, 10)
def transpose_sraa(clip: vs.VideoNode, **kwargs: Any) -> vs.VideoNode:
from lvsfunc import sraa
aa = sraa(clip.std.Transpose(), **kwargs)
return sraa(aa.std.Transpose(), **kwargs)
def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
src = depth(src, 16)
out = src
h = 720
w = get_w(h)
fixedges = awf.bbmod(out, 2, 2, 2, 2, 64 << 8, 999)
out = fixedges
decomb = hvf.Vinverse(out)
decomb = lvf.rfs(out, decomb, [(828, 836)])
out = decomb
clean = core.knlm.KNLMeansCL(out,
h=0.55,
a=2,
d=3,
device_type='gpu',
device_id=0,
channels='UV')
clean = core.knlm.KNLMeansCL(clean,
h=0.55,
a=2,
d=3,
device_type='gpu',
device_id=0,
channels='Y')
diff_den = core.std.MakeDiff(out, clean)
out = depth(clean, 32)
luma = get_y(out)
line_mask = vdf.edge_detect(luma, 'FDOG', 0.05, (1, 1))
descale = core.descale.Debilinear(luma, w, h)
upscale = vdf.nnedi3_upscale(descale, correct_shift=False,
pscrn=1).resize.Bicubic(src.width,
src.height,
src_left=.5,
src_top=.5)
rescale = core.std.MaskedMerge(luma, upscale, line_mask)
merged = vdf.merge_chroma(rescale, out)
out = depth(merged, 16)
moozzi = warping(out, 0.4, 4)
sharp = hvf.LSFmod(moozzi,
strength=95,
Smode=3,
Lmode=1,
edgemode=1,
edgemaskHQ=True)
out = sharp
deband_mask = lvf.denoise.detail_mask(out, brz_a=2000, brz_b=1000)
deband = dbs.f3kpf(out, 17, 30, 30)
deband = core.std.MaskedMerge(deband, out, deband_mask)
out = deband
grain_org = core.std.MergeDiff(out, diff_den)
out = grain_org
ref = decomb
credit_mask = vdf.diff_rescale_mask(ref, mthr=40, sw=5, sh=5)
credit_mask = vdf.region_mask(credit_mask, 10, 10, 10,
10).std.Inflate().std.Inflate()
credit = lvf.rfs(out, core.std.MaskedMerge(out, ref, credit_mask),
[(0, 725), (31741, 33864)])
antialias = lvf.sraa(ref, 2, 13, downscaler=core.resize.Bicubic)
credit = lvf.rfs(credit, core.std.MaskedMerge(out, antialias, credit_mask),
[(833, 933), (1060, 1229), (1716, 1887), (2665, 2830),
(4813, 4947), (8179, 8272), (13757, 13810),
(20630, 20737), (20866, 20951), (21338, 21409),
(21480, 21520), (24719, 24786), (24829, 24869),
(28206, 28298), (28299, 28426), (33927, 34046)])
out = credit
return depth(out, 10)
def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
src = depth(src, 16)
h = 882
w = get_w(h)
kernel = 'lanczos'
taps = 5
denoise = CoolDegrain(src, tr=1, thsad=24, blksize=8, overlap=4, plane=4)
out = denoise
luma = get_y(out)
descale = kgf.get_descale_filter(kernel, taps=taps)(depth(luma, 32), w, h)
upscale = vdf.fsrcnnx_upscale(
depth(descale, 16), src.width, src.height,
'_assets/shaders/FSRCNNX_x2_56-16-4-1.glsl',
partial(core.resize.Bicubic, filter_param_a=0, filter_param_b=0))
out = upscale
unwarp = line_darkening(out, 0.275).warp.AWarpSharp2(depth=-2.5)
sharp = hvf.LSFmod(unwarp,
strength=90,
Smode=3,
Lmode=1,
edgemode=1,
edgemaskHQ=True)
stabilize = stabilization(out, sharp, 2, 1, 8, 16)
out = vdf.merge_chroma(stabilize, denoise)
antialias = lvf.sraa(out, 1.4, rep=7, downscaler=core.resize.Bicubic)
out = antialias
deband_mask = lvf.denoise.detail_mask(out, brz_a=2000, brz_b=1000)
deband = dbs.f3kpf(out, 17, 30, 30)
deband_b = placebo.deband(out, 24, 8, 5)
deband_c = dbs.f3kpf(out, 17, 54, 48)
deband = lvf.rfs(deband, deband_b, [(0, 105)])
deband = lvf.rfs(deband, deband_c, [(25188, 25220)])
deband = core.std.MaskedMerge(deband, out, deband_mask)
deband = core.neo_f3kdb.Deband(deband,
preset='depth',
grainy=24,
grainc=18,
keep_tv_range=True)
out = deband
grain = kgf.adaptive_grain(out, 0.2, luma_scaling=14)
out = grain
credit_mask = vdf.drm(src, h, kernel, taps, mthr=40, sw=4, sh=4)
credit = lvf.rfs(out, core.std.MaskedMerge(out, src, credit_mask, 0),
[(196, 2107), (11352, 11416), (30402, 30602),
(31431, 33501), (33837, src.num_frames - 1)])
credit = lvf.rfs(credit, src, [(3856, 3897)])
out = credit
return depth(out, 10)