def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
src = depth(src, 16)
out = src + src[-1]
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_b = dbs.f3kpf(out, 17, 56, 48)
deband = lvf.rfs(deband, deband_b, [(23708, 24371)])
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 = lvf.rfs(out, src, [(31241, src.num_frames - 1)])
out = ending
return depth(out, 10)
def do_filter():
"""Vapoursynth filtering"""
def _nneedi3_clamp(clip: vs.VideoNode, strength: int = 1):
bits = clip.format.bits_per_sample - 8
thr = strength * (1 >> bits)
luma = get_y(clip)
strong = TAAmbk(luma, aatype='Eedi3', alpha=0.4, beta=0.4)
weak = TAAmbk(luma, aatype='Nnedi3')
expr = 'x z - y z - * 0 < y x y {0} + min y {0} - max ?'.format(thr)
clip_aa = core.std.Expr([strong, weak, luma], expr)
return core.std.ShufflePlanes([clip_aa, clip], [0, 1, 2], vs.YUV)
src = SRC_CUT
interpolate = core.resize.Bicubic(src, src_left=3)
f_1 = 1006
src = src[:EDSTART + f_1] + interpolate[EDSTART + f_1] + src[EDSTART +
f_1:-1]
src = depth(src, 16)
blur = core.bilateral.Gaussian(src, [0.45, 0])
den = CoolDegrain(blur, tr=1, thsad=60, blksize=8, overlap=4, plane=4)
dering = core.std.MaskedMerge(den, hvf.YAHR(den, 2, 32),
muvf.AnimeMask(den, 0.2), 0)
aa_a = core.std.MaskedMerge(dering, _nneedi3_clamp(dering),
TAAmbk(dering, mtype=2, showmask=1))
aa_b = TAAmbk(src, aatype='Nnedi3', mtype=1, nns=4, qual=2, nsize=6)
aa = lvf.rfs(aa_a, aa_b, [(OPSTART, OPEND), (EDSTART, EDEND)])
preden = core.knlm.KNLMeansCL(aa,
a=2,
h=2,
d=0,
device_type='gpu',
channels='Y')
diff = core.std.MakeDiff(aa, preden, 0)
db_m = lvf.denoise.detail_mask(aa.std.Median(), brz_a=3000, brz_b=1500)
db_a = dbs.f3kpf(aa, 17)
db_b = core.placebo.Deband(preden,
radius=17,
threshold=5.5,
iterations=1,
grain=4,
planes=1 | 2 | 4)
db_b = core.std.MergeDiff(db_b, diff, 0)
db = lvf.rfs(db_a, db_b, [(9729, 9845), (13652, 14048)])
db = core.std.MaskedMerge(db, aa, db_m)
grain = mdf.adptvgrnMod_mod(db, 0.2, size=1.25, sharp=60, luma_scaling=8)
final = depth(grain, 10)
return final, src
def do_filter():
"""Vapoursynth filtering"""
src = SRC_CUT
src = depth(src, 16)
denoise = core.knlm.KNLMeansCL(src,
a=2,
h=0.8,
d=3,
device_type='gpu',
channels='UV')
denoise_mask = core.adg.Mask(src.std.PlaneStats(), 2).std.Invert()
denoise = core.std.MaskedMerge(denoise, mvf.BM3D(denoise, 2), denoise_mask)
antialias = lvf.sraa(denoise, 1.75, 6, sharp_downscale=True)
antialias_mask = core.std.Prewitt(get_y(denoise)).std.Maximum()
antialias = core.std.MaskedMerge(denoise, antialias, antialias_mask)
preden = core.knlm.KNLMeansCL(antialias,
a=2,
h=1.5,
d=0,
device_type='gpu',
channels='Y')
deband_mask = lvf.denoise.detail_mask(preden, brz_a=2500, brz_b=1000)
deband = dbs.f3kpf(preden, 17, 36, 36)
diff = core.std.MakeDiff(antialias, preden)
deband = core.std.MergeDiff(deband, diff)
deband = core.std.MaskedMerge(deband, antialias, deband_mask)
final = depth(deband, 10)
return final
def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
src = depth(src, 16)
denoise = CoolDegrain(src, tr=1, thsad=24, blksize=8, overlap=4, plane=4)
out = denoise
luma = get_y(out)
antialias = vdf.nnedi3_upscale(luma, correct_shift=False, pscrn=4) \
.resize.Bicubic(src.width, src.height, src_left=.5, src_top=.5,
filter_param_a=0, filter_param_b=1/2)
out = vdf.merge_chroma(antialias, out)
deband_mask = lvf.denoise.detail_mask(out, brz_a=2000, brz_b=1000)
deband = dbs.f3kpf(out, 17, 24, 24)
deband = core.std.MaskedMerge(deband, out, deband_mask)
out = deband
grain = kgf.adaptive_grain(out, 0.2, luma_scaling=14)
out = grain
return depth(out, 10)
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
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
return depth(out, 10)
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')
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)
# 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 = 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
return depth(out, 10)
def do_filter():
"""Vapoursynth filtering"""
src = SRC_CLIP
src = depth(src, 16)
denoise = core.knlm.KNLMeansCL(src,
a=2,
h=0.8,
d=3,
device_type='gpu',
channels='UV')
denoise_mask = core.adg.Mask(src.std.PlaneStats(), 6).std.Invert()
denoise = core.std.MaskedMerge(denoise, mvf.BM3D(denoise, 1.25),
denoise_mask)
downscaler = lambda c, w, h: core.fmtc.resample(
c, w, h, kernel='gauss', invks=True, invkstaps=1, taps=1, a1=32)
antialias = lvf.sraa(denoise, 1.75, 6, downscaler=downscaler)
antialias_mask = core.std.Prewitt(get_y(denoise)).std.Maximum()
antialias = core.std.MaskedMerge(denoise, antialias, antialias_mask)
preden = core.knlm.KNLMeansCL(antialias,
a=2,
h=1.5,
d=0,
device_type='gpu',
channels='Y')
deband_mask = lvf.denoise.detail_mask(preden, brz_a=2500, brz_b=1000)
deband = dbs.f3kpf(preden, 17, 36, 36)
diff = core.std.MakeDiff(antialias, preden)
deband = core.std.MergeDiff(deband, diff)
deband = core.std.MaskedMerge(deband, antialias, deband_mask)
final = depth(deband, 10)
return final
def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
src = depth(src, 16)
src = core.std.FreezeFrames(src, 45219, 45219, 45219 - 1)
adg_mask = core.adg.Mask(src.std.PlaneStats(), 20)
denoise_a = CoolDegrain(src, tr=1, thsad=48, blksize=8, overlap=4, plane=4)
denoise_b = CoolDegrain(src, tr=1, thsad=24, blksize=8, overlap=4, plane=4)
denoise = core.std.MaskedMerge(denoise_a, denoise_b, adg_mask)
denoise = vdf.merge_chroma(denoise, denoise_a)
out = denoise
deband_mask = lvf.denoise.detail_mask(out.std.Median(),
brz_a=3000,
brz_b=1500)
deband = dbs.f3kpf(out, 20, 24, 30)
deband = core.std.MaskedMerge(deband, out, deband_mask)
out = deband
grain = kgf.adaptive_grain(out, 0.1, luma_scaling=16)
out = grain
return depth(out, 10)
def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
src = depth(src, 16)
out = src + src[-1] * 3
dehalo = gf.MaskedDHA(out,
rx=1.35,
ry=1.35,
darkstr=0.25,
brightstr=1.0,
maskpull=46,
maskpush=148)
out = dehalo
antialias = lvf.sraa(out, 1.5, 9, downscaler=core.resize.Bicubic)
out = antialias
sharp = hvf.LSFmod(out,
strength=75,
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, 24, 24)
deband = core.std.MaskedMerge(deband, out, deband_mask)
out = deband
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, 42, 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)
credit = out
credit = lvf.rfs(credit, core.std.MaskedMerge(credit, src, rescale_mask,
0), [(0, 647),
(29954, 34046)])
credit = lvf.rfs(credit, src, [(0, 1)])
out = credit
return depth(out, 10)
def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
src = depth(src, 16)
out = src
opstart, opend = 480, 2637
edstart, edend = 29707, 31863
dehalo = gf.MaskedDHA(out,
rx=1.35,
ry=1.35,
darkstr=0.25,
brightstr=1.0,
maskpull=46,
maskpush=148)
out = dehalo
antialias = lvf.sraa(out, 1.5, 9, downscaler=core.resize.Bicubic)
antialias_b = lvf.sraa(antialias, 1.05, 3, downscaler=core.resize.Bicubic)
antialias_b = TAAmbk(antialias_b,
aatype='Eedi3SangNom',
cycle=4,
thin=2,
sharp=100,
mtype=0,
down8=False)
antialias = lvf.rfs(antialias, antialias_b, [(19956, 20029)])
out = antialias
sharp = hvf.LSFmod(out,
strength=75,
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, 24, 24)
deband = core.std.MaskedMerge(deband, out, deband_mask)
out = deband
src_c, ncop, nced = [
clip.std.Median()
for clip in [src, JPBD_NCOP.src_cut, JPBD_NCED.src_cut]
]
opening_mask = vdf.dcm(out, src_c[opstart:opend + 1],
ncop[:opend - opstart + 1], opstart, opend, 3, 3)
ending_mask = vdf.dcm(out, src_c[edstart:edend + 1],
nced[:edend - edstart + 1], edstart, edend, 3, 3)
credit_mask = core.std.Expr([opening_mask, ending_mask],
'x y +').std.Convolution([1] * 9)
credit = lvf.rfs(out, core.std.MaskedMerge(out, src, credit_mask),
[(opstart, opend), (edstart, edend)])
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 = 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, 32)
out = src
full_range = core.resize.Bicubic(out, range_in=0, range=1, dither_type='error_diffusion')
out = full_range
radius = 3
y, u, v = split(out)
y_m = core.resize.Point(y, 960, 1080, src_left=-1)
y_m = core.resize.Bicubic(y_m, 960, 540)
def demangle(clip):
return vdf.nnedi3_upscale(clip, pscrn=0, correct_shift=False).resize.Spline16(src_left=0.5+0.25, src_top=.5)
y_m, u, v = map(demangle, (y_m, u, v))
y_fixup = core.std.MakeDiff(y, y_m)
yu, yv = Regress(y_m, u, v, radius=radius)
u_fixup = ReconstructMulti(y_fixup, yu, radius=radius)
u_r = core.std.MergeDiff(u, u_fixup)
v_fixup = ReconstructMulti(y_fixup, yv, radius=radius)
v_r = core.std.MergeDiff(v, v_fixup)
out = join([y, u_r, v_r])
out = depth(out, 16)
dehalo = gf.MaskedDHA(out, rx=1.25, ry=1.25, darkstr=0.10, brightstr=1.0, maskpull=46, maskpush=148)
out = dehalo
upscale = atf.eedi3Scale(out, 2160, pscrn=0)
out = upscale
dehalo = gf.MaskedDHA(out, rx=1.15, ry=1.15, darkstr=0.10, brightstr=1.0, maskpull=46, maskpush=148)
out = dehalo
deband_mask = lvf.denoise.detail_mask(out, brz_a=2000, brz_b=1000)
deband = dbs.f3kpf(out, 28, 48, 48)
deband = core.std.MaskedMerge(deband, out, deband_mask)
out = deband
grain = core.grain.Add(out, 1)
out = grain
return out.std.AssumeFPS(fpsnum=1, fpsden=1)
def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
src = depth(src, 16)
denoise = CoolDegrain(src, tr=1, thsad=24, blksize=8, overlap=4, plane=4)
out = denoise
deband_mask = lvf.denoise.detail_mask(out, brz_a=2000, brz_b=1000)
deband = dbs.f3kpf(out, 17, 30, 30)
deband_b = dbs.f3kpf(out, 17, 84, 84)
deband_c = placebo.deband(out, 32, 12, 3, 4)
deband = lvf.rfs(deband, deband_b, [(2090, 2107)])
deband = lvf.rfs(deband, deband_c, [(2108, src.num_frames - 1)])
deband = core.std.MaskedMerge(deband, out, deband_mask)
out = deband
return depth(out, 10)
def do_filter():
"""Vapoursynth filtering"""
def _nneedi3_clamp(clip: vs.VideoNode, strength: int = 1):
bits = clip.format.bits_per_sample - 8
thr = strength * (1 >> bits)
luma = get_y(clip)
strong = TAAmbk(luma, aatype='Eedi3', alpha=0.4, beta=0.4)
weak = TAAmbk(luma, aatype='Nnedi3')
expr = 'x z - y z - * 0 < y x y {0} + min y {0} - max ?'.format(thr)
clip_aa = core.std.Expr([strong, weak, luma], expr)
return core.std.ShufflePlanes([clip_aa, clip], [0, 1, 2], vs.YUV)
src = SRC_CUT
src += src[-1]*2
interpolate = core.resize.Bicubic(src, src_left=3)
f_1 = 1006
src = src[:EDSTART+f_1] + interpolate[EDSTART+f_1] + src[EDSTART+f_1:-1]
src = depth(src, 16)
blur = core.bilateral.Gaussian(src, [0.45, 0])
den = CoolDegrain(blur, tr=1, thsad=60, blksize=8, overlap=4, plane=4)
dering = core.std.MaskedMerge(den, hvf.YAHR(den, 2, 32), muvf.AnimeMask(den, 0.2), 0)
aa_a = core.std.MaskedMerge(dering, _nneedi3_clamp(dering), TAAmbk(dering, mtype=2, showmask=1))
aa_b = TAAmbk(src, aatype='Nnedi3', mtype=1, nns=4, qual=2, nsize=6)
aa_c = TAAmbk(dering, aatype='Eedi3SangNom', mtype=2, cycle=2)
aa_d = TAAmbk(dering, aatype='Eedi3', cycle=2)
aa = lvf.rfs(aa_a, aa_b, [(OPSTART, OPEND), (EDSTART, EDEND)])
aa = lvf.rfs(aa, aa_c, [(6448, 6546)])
aa = lvf.rfs(aa, aa_d, [(5467, 5550)])
db_m = lvf.denoise.detail_mask(aa.std.Median(), brz_a=3000, brz_b=1500)
db = dbs.f3kpf(aa, 17)
db = core.std.MaskedMerge(db, aa, db_m)
grain = mdf.adptvgrnMod_mod(db, 0.2, size=1.25, sharp=60, luma_scaling=8)
final = depth(grain, 10)
return final, src
def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
h = 720
w = get_w(h)
edgesfix = awf.bbmod(src, 1, 1, 1, 1, 48, 500)
out = edgesfix
clip = depth(out, 32)
denoise = hybrid_denoise(clip, 0.45, 1.5)
out = denoise
luma = get_y(out)
line_mask = line_mask_func(luma)
descale = core.descale.Debilinear(luma, w, h)
upscale = vdf.nnedi3_upscale(descale, pscrn=1)
antialias = single_rate_antialiasing(upscale, 13, alpha=0.2, beta=0.5, gamma=600, mdis=15)
scaled = core.resize.Bicubic(antialias, src.width, src.height)
rescale = core.std.MaskedMerge(luma, scaled, depth(line_mask, 32))
merged = vdf.merge_chroma(rescale, out)
out = depth(merged, 16)
preden = core.knlm.KNLMeansCL(get_y(out), h=0.75, a=2, d=3, device_type='gpu', device_id=0)
detail_dark_mask = detail_dark_mask_func(preden, brz_a=8000, brz_b=6000)
detail_light_mask = lvf.denoise.detail_mask(preden, 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([preden, detail_mask_grow, detail_mask], f'x {32<<8} < y z ?')
deband_a = dbs.f3kpf(out, 16, 30, 42, thr=0.5, elast=2, thrc=0.2)
deband_b = placebo.deband(out, 18, 5.5, 2, 4)
deband = core.std.MaskedMerge(deband_a, deband_b, preden)
deband = core.std.MaskedMerge(deband_a, out, detail_mask)
deband = core.neo_f3kdb.Deband(deband, preset='depth', grainy=24, grainc=24)
out = deband
grain = adptvgrnMod(out, 0.4, 0.3, 1.25, luma_scaling=8, sharp=80, static=False, lo=19)
out = grain
return depth(out, 10)
def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
src = depth(src, 16)
denoise = CoolDegrain(src, tr=1, thsad=24, blksize=8, overlap=4, plane=4)
out = denoise
deband_mask = lvf.denoise.detail_mask(out, brz_a=2000, brz_b=1000)
deband = dbs.f3kpf(out, 17, 30, 30)
deband_b = dbs.f3kpf(out, 17, 48, 48)
deband = lvf.rfs(deband, deband_b, [(0, 89)])
deband = core.std.MaskedMerge(deband, out, deband_mask)
out = deband
grain = kgf.adaptive_grain(out, 0.2, luma_scaling=8)
grain = lvf.rfs(out, grain, [(0, 89)])
out = grain
return depth(out, 10)
def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
src = depth(src, 32)
ed = (30089, 32247)
denoise = kgf.hybriddenoise(src, 0.45, 2)
out = denoise
h = 720
w = get_w(h)
b, c = vdf.get_bicubic_params('mitchell')
luma = get_y(out)
line_mask = shf.edge_mask_simple(luma, 'FDOG', 0.08, (1, 1))
descale = core.descale.Debicubic(luma, w, h, b, c)
upscale = shf.fsrcnnx_upscale(descale, src.height, 'shaders/FSRCNNX_x2_56-16-4-1.glsl',
partial(SSIM_downsample, kernel='Bicubic'))
rescale = core.std.MaskedMerge(luma, upscale, line_mask)
merged = vdf.merge_chroma(rescale, denoise)
out = depth(merged, 16)
mask = shf.detail_mask(out, (10000, 4000), (12000, 3500), [(2, 2), (2, 2)], sigma=[50, 250, 400], upper_thr=0.005)
deband = dbs.f3kpf(out, 17, 42, 48, thrc=0.4)
deband = core.std.MaskedMerge(deband, out, mask)
deband_b = placebo.deband(out, 27, 8, 3, 0)
deband = lvf.rfs(deband, deband_b, [(3404, 3450)])
deband_c = shf.deband_stonks(out, 20, 8, 3, shf.edge_mask_simple(out, 'prewitt', 2500, (8, 1)))
deband = lvf.rfs(deband, deband_c, [(5642, 5784), (6222, 6479), (7798, 8073), (8133, 8256), (9699, 9817)])
deband_d = placebo.deband(out, 17, 7.5, 1, 0)
deband_d = core.std.MaskedMerge(deband_d, out, mask)
deband = lvf.rfs(deband, deband_d, [(8074, 8132), (8711, 8766), (12267, 12433), (28468, 28507)])
grain = core.neo_f3kdb.Deband(deband, preset='depth', grainy=24, grainc=24)
out = grain
grain = adptvgrnMod(out, 0.3, size=4/3, sharp=55, luma_scaling=14, grain_chroma=False)
out = grain
ending = shinyori_ed01.filtering(src, *ed)
final = lvf.rfs(out, ending, [ed])
return depth(final, 10)
def do_filter():
"""Vapoursynth filtering"""
def _nnedi3(clip: vs.VideoNode, factor: float, args: dict)-> vs.VideoNode:
upscale = clip.std.Transpose().nnedi3.nnedi3(0, True, **args) \
.std.Transpose().nnedi3.nnedi3(0, True, **args)
sraa = _sraa(upscale, dict(nsize=3, nns=3, qual=1, pscrn=1))
return core.resize.Bicubic(sraa, clip.width*factor, clip.height*factor,
src_top=.5, src_left=.5, filter_param_a=0, filter_param_b=0.25)
# My GPU’s dying on it
def _sraa(clip: vs.VideoNode, nnargs: dict)-> vs.VideoNode:
clip = clip.nnedi3cl.NNEDI3CL(0, False, **nnargs).std.Transpose()
clip = clip.nnedi3cl.NNEDI3CL(0, False, **nnargs).std.Transpose()
return clip
# Fun part / Cutting
src_funi, src_wkn = [depth(c, 16) for c in CLIPS_SRC]
src_funi, src_wkn = src_funi[744:], src_wkn[0] + src_wkn
# Dehardsubbing
# comp = lvf.comparison.stack_compare(src_funi, src_wkn, make_diff=True)
src = core.std.MaskedMerge(src_wkn, src_funi, kgf.hardsubmask(src_wkn, src_funi))
hardsub_rem = core.std.MaskedMerge(src, src_funi, kgf.hardsubmask_fades(src, src_funi, 8, 2000))
src = lvf.rfs(src, hardsub_rem, [(3917, 4024)])
# Regular filterchain
op, ed = (17238, 19468), (31889, 34045)
h = 846
w = get_w(h)
b, c = vdf.get_bicubic_params('robidoux')
luma = get_y(src)
thr = 8000
line_mask = gf.EdgeDetect(luma, 'FDOG').std.Median().std.Expr(f'x {thr} < x x 3 * ?')
descale = core.descale.Debicubic(depth(luma, 32), w, h, b, c)
rescaled = _nnedi3(depth(descale, 16), src.height/h, dict(nsize=0, nns=4, qual=2, pscrn=2))
rescaled = core.std.MaskedMerge(luma, rescaled, line_mask)
merged = vdf.merge_chroma(rescaled, src)
out = merged
cred_m = vdf.drm(src, h, b=b, c=c, mthr=80, mode='ellipse')
credit = lvf.rfs(out, core.std.MaskedMerge(out, src, cred_m), [op])
credit = lvf.rfs(credit, src, [ed])
out = credit
deband = dbs.f3kpf(out, 17, 36, 36)
deband = core.std.MaskedMerge(deband, out, line_mask)
grain = core.grain.Add(deband, 0.25)
return depth(grain, 10)
def do_filter():
"""Vapoursynth filtering"""
def _fsrcnnx(clip: vs.VideoNode) -> vs.VideoNode:
blank = core.std.BlankClip(clip, format=vs.GRAY16, color=128 << 8)
clip = join([clip, blank, blank])
# The chroma is upscaled with box AKA nearest but we don't care since we only need the luma.
# It's especially faster and speed is the key :^)
clip = core.placebo.Shader(clip, 'Shaders/FSRCNNX_x2_56-16-4-1.glsl', clip.width*2, clip.height*2, filter='box')
return get_y(clip)
def _nnedi(clip: vs.VideoNode) -> vs.VideoNode:
args = dict(nsize=4, nns=4, qual=2, pscrn=2)
clip = clip.std.Transpose().nnedi3.nnedi3(0, True, **args) \
.std.Transpose().nnedi3.nnedi3(0, True, **args)
return core.resize.Spline36(clip, src_top=.5, src_left=.5)
def _rescale(clip: vs.VideoNode, thr: int, downscaler: Callable[[vs.VideoNode], vs.VideoNode]) -> vs.VideoNode:
return downscaler(core.std.Merge(_nnedi(clip), _fsrcnnx(clip), thr))
src = SRC_CUT
fixedges = lvf.ef(src, [1, 1, 1])
denoise = CoolDegrain(depth(fixedges, 16), tr=1, thsad=48, thsadc=84, blksize=8, overlap=4, plane=4)
w, h = 1280, 720
b, c = vdf.get_bicubic_params('robidoux')
luma = get_y(denoise)
descale = depth(core.descale.Debicubic(depth(luma, 32), w, h, b, c), 16)
rescale = _rescale(descale, 0.55, lambda c: core.resize.Bicubic(c, src.width, src.height, filter_param_a=0, filter_param_b=0))
line_mask = lvf.denoise.detail_mask(rescale, brz_a=7000, brz_b=2000)
rescale = core.std.MaskedMerge(luma, rescale, line_mask)
credit_mask = vdf.drm(luma, b=b, c=c, mode='ellipse', sw=3, sh=3)
credit = core.std.MaskedMerge(rescale, luma, credit_mask)
merged = vdf.merge_chroma(credit, denoise)
deband_mask = lvf.denoise.detail_mask(merged, brz_a=3000, brz_b=1500)
deband = dbs.f3kpf(merged, 17, 36, 36)
deband = core.std.MaskedMerge(deband, merged, deband_mask)
grain = core.neo_f3kdb.Deband(deband, preset='depth', grainy=32, output_depth=10,
dither_algo=3, keep_tv_range=True)
return grain
def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
src = depth(src, 16)
denoise = CoolDegrain(src, tr=1, thsad=24, blksize=8, overlap=4, plane=4)
out = denoise
deband_mask = lvf.denoise.detail_mask(out, brz_a=2000, brz_b=1000)
deband = dbs.f3kpf(out, 17, 16, 16)
deband = core.std.MaskedMerge(deband, out, deband_mask)
out = deband
return depth(out, 10)
def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
src = depth(src, 16)
out = src + src[-1]
opstart, opend = 2638, 4794
edstart, edend = 31767, 33924
dehalo = gf.MaskedDHA(out,
rx=1.35,
ry=1.35,
darkstr=0.25,
brightstr=1.0,
maskpull=46,
maskpush=148)
out = dehalo
antialias = lvf.sraa(out, 1.5, 9, downscaler=core.resize.Bicubic)
out = antialias
sharp = hvf.LSFmod(out,
strength=75,
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, 24, 24)
deband = core.std.MaskedMerge(deband, out, deband_mask)
out = deband
src_c, ncop, nced = [
clip.std.Median()
for clip in [src, JPBD_NCOP.src_cut, JPBD_NCED.src_cut]
]
opening_mask = vdf.dcm(out, src_c[opstart:opend + 1],
ncop[:opend - opstart + 1], opstart, opend, 3, 3)
ending_mask = vdf.dcm(out, src_c[edstart:edend + 1],
nced[:edend - edstart + 1], edstart, edend, 3, 3)
credit_mask = core.std.Expr([opening_mask, ending_mask],
'x y +').std.Convolution([1] * 9)
credit = lvf.rfs(out, core.std.MaskedMerge(out, src, credit_mask),
[(opstart, opend), (edstart, edend)])
out = credit
return depth(out, 10)
def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
src = depth(src, 32)
edstart, edend = 14969, src.num_frames-1
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 617224 albedo crossover emilia_(re_zero) horns isekai_quartet megumin neko overlord pack_(re_zero) pointy_ears tagme uniform witch youjo_senki.jpg', src)
endcard_ar = endcard.width/endcard.height
endcard_ev = bool(endcard.format.name == 'YUV420P8')
endcard = depth(endcard, 16)
endcard = dbs.f3kpf(endcard, 22, 48, 48).grain.Add(50, 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')
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 filtering(clip: vs.VideoNode, edstart: int, edend: int)-> vs.VideoNode:
"""Main function"""
clip = depth(clip, 32)
denoise = CoolDegrainSF(clip, tr=1, thsad=36, blksize=8, overlap=4)
out = denoise
luma = get_y(out)
descale = core.descale.Debicubic(luma, w, h, b, c)
out = descale
upscale = shf.nnedi3_upscale(out, clip.height/h, dict(nsize=4, nns=4, qual=2, pscrn=1))
out = upscale
antialias = _antialias_stonk(descale, 128)
mask = core.std.Sobel(antialias).std.Maximum().std.Maximum()
antialias = lvf.rfs(out, core.std.MaskedMerge(out, antialias, mask), [(edstart+683, edstart+730)])
merged = vdf.merge_chroma(antialias, denoise)
out = depth(merged, 16)
sharp = lvf.rfs(out, _unblur(descale, denoise), [(edstart+501, edstart+617)])
out = sharp
ref = core.resize.Point(luma, format=vs.YUV420P16)
credit = core.std.MaskedMerge(out, ref, vdf.drm(ref, h, b=b, c=c), 0)
out = credit
deband_a = shf.deband_stonks(out, 24, 8, 1, shf.edge_mask_simple(out, 'prewitt', 2500, (2, 0)))
deband_b = shf.deband_stonks(out, 31, 16, 3, shf.edge_mask_simple(out, 'prewitt', 2500, (6, 0)))
deband_c = dbs.f3kpf(out, 17, 36, 36)
deband = lvf.rfs(out, deband_a, [(edstart+44, edstart+69), (edstart+94, edstart+165),
(edstart+190, edstart+213), (edstart+320, edstart+375),
(edstart+683, edstart+730)])
deband = lvf.rfs(deband, deband_b, [(edstart+166, edstart+189)])
deband = lvf.rfs(deband, deband_c, [(edstart+376, edstart+682), (edstart+731, edend)])
out = deband
grain = core.neo_f3kdb.Deband(out, preset='depth', grainy=24, grainc=24)
out = grain
return out
def do_filter():
"""Vapoursynth filtering"""
def _eedi3_instance(clip, eeargs, nnargs) -> vs.VideoNode:
return core.eedi3m.EEDI3(clip, 0, True, **eeargs, sclip=_nnedi3_sclip(clip, nnargs))
def _nnedi3_sclip(clip, nnargs) -> vs.VideoNode:
return core.nnedi3.nnedi3(clip, 0, True, **nnargs)
def _rescale(clip, width, height, eeargs, nnargs) -> vs.VideoNode:
clip = _eedi3_instance(clip, eeargs, nnargs).std.Transpose()
clip = _eedi3_instance(clip, eeargs, nnargs).std.Transpose()
return core.resize.Bicubic(clip, width, height, src_left=.5, src_top=.5)
src = SRC_CUT
denoise = mdf.hybriddenoise_mod(src, 0.5, 1.5, depth=32)
h = 806
w = get_w(h)
b, c = 0.3782, 0.3109
eedi3_args = dict(alpha=.2, beta=.3, gamma=1000, mdis=20, vcheck=3)
nnedi3_args = dict(nns=4, nsize=0, qual=2, pscrn=1)
luma = get_y(denoise)
descale = core.descale.Debicubic(luma, w, h, b, c)
scaled = _rescale(descale, src.width, src.height, eedi3_args, nnedi3_args)
credit_m = vrf.drm(denoise, h, b=b, c=c, sw=4, sh=4)
scaled = lvf.rfs(scaled, core.std.MaskedMerge(scaled, luma, credit_m), [(47, 134)])
merged = core.std.ShufflePlanes([scaled, denoise], [0, 1, 2], vs.YUV)
merged = depth(merged, 16)
deband_mask = lvf.denoise.detail_mask(merged, brz_a=2500, brz_b=1000)
deband_a = dbs.f3kpf(merged, 17, 48, 48)
deband_b = core.placebo.Deband(merged, radius=19, threshold=5, iterations=1, grain=2, planes=1|2|4)
deband = lvf.rfs(deband_a, deband_b, [(2684, 2743)])
deband = core.std.MaskedMerge(deband, merged, deband_mask)
deband = core.placebo.Deband(deband, iterations=0, grain=5, planes=1)
grain = mdf.adptvgrnMod_mod(deband, 0.3, size=1.25, sharp=60, static=False, luma_scaling=6)
final = lvf.rfs(grain, depth(src, 16), [(2904, src.num_frames-1)])
final = depth(final, 10)
return final
def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_clip
src = depth(src, 16)
cleanedge = hvf.EdgeCleaner(src, 15, rmode=1, smode=1, hot=True)
out = cleanedge
deband_mask = lvf.denoise.detail_mask(out, brz_a=2250,
brz_b=1500).std.Median()
deband = dbs.f3kpf(out, 17, 30, 30)
deband = core.std.MaskedMerge(deband, out, deband_mask)
out = deband
freeze = core.std.FreezeFrames(out, 120, src.num_frames - 1, 120)
out = freeze
return depth(out, 10)
def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
src = depth(src, 16)
denoise = CoolDegrain(src, tr=1, thsad=24, blksize=8, overlap=4, plane=4)
out = denoise
radius = 2
clip_in = depth(out, 32)
y, u, v = split(clip_in)
y_m = core.resize.Bicubic(y,
960,
540,
src_left=-.5,
filter_param_a=1 / 3,
filter_param_b=1 / 3)
def demangle(clip):
return core.resize.Bicubic(clip, 1920, 1080, src_left=.5)
y_m, u, v = map(demangle, (y_m, u, v))
y_fixup = core.std.MakeDiff(y, y_m)
yu, yv = Regress(y_m, u, v, radius=radius)
u_fixup = ReconstructMulti(y_fixup, yu, radius=radius)
u_r = core.std.MergeDiff(u, u_fixup)
v_fixup = ReconstructMulti(y_fixup, yv, radius=radius)
v_r = core.std.MergeDiff(v, v_fixup)
scaled = depth(join([y, u_r, v_r]), 16)
out = scaled
deband_mask = lvf.denoise.detail_mask(out, brz_a=2000, brz_b=1000)
deband = dbs.f3kpf(out, 17, 24, 24)
deband = core.std.MaskedMerge(deband, out, deband_mask)
out = deband
grain = kgf.adaptive_grain(out, 0.2, luma_scaling=14)
out = grain
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 = vdf.merge_chroma(upscale, out)
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
return depth(out, 10)
def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
src += src[-1] * 2
h = 720
w = get_w(h)
edgesfix = awf.bbmod(src, 1, 1, 1, 1, 48, 500)
out = edgesfix
clip = depth(out, 32)
denoise = hybrid_denoise(clip, 0.45, 1.5)
out = denoise
luma = get_y(out)
line_mask = line_mask_func(luma)
descale = core.descale.Debilinear(luma, w, h)
upscale = vdf.nnedi3_upscale(descale, pscrn=1)
antialias = single_rate_antialiasing(upscale,
13,
alpha=0.4,
beta=0.3,
gamma=400,
mdis=15).resize.Bilinear(
src.width, src.height)
rescale = core.std.MaskedMerge(luma, antialias, depth(line_mask, 32))
merged = vdf.merge_chroma(rescale, out)
out = depth(merged, 16)
preden = core.knlm.KNLMeansCL(get_y(out),
h=0.75,
a=2,
d=3,
device_type='gpu',
device_id=0)
detail_dark_mask = detail_dark_mask_func(preden, brz_a=8000, brz_b=6000)
detail_light_mask = lvf.denoise.detail_mask(preden, 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([preden, detail_mask_grow, detail_mask],
f'x {32<<8} < y z ?')
deband_a = dbs.f3kpf(out, 17, 36, 42, thr=0.5, elast=2, thrc=0.2)
deband_b = placebo.deband(out, 18, 5.5, 2, 0)
deband = core.std.MaskedMerge(deband_a, deband_b, preden)
deband = core.std.MaskedMerge(deband, out, detail_mask)
deband = core.neo_f3kdb.Deband(deband,
preset='depth',
grainy=24,
grainc=24)
out = deband
ref, src = [depth(x, 16) for x in [denoise, src]]
credit_mask = vdf.drm(ref, kernel='bilinear', mthr=65)
credit = out
credit = lvf.rfs(credit, core.std.MaskedMerge(credit, ref, credit_mask, 0),
[(0, 1380), (36437, 38719)])
credit = lvf.rfs(credit, ref, [(20810, 20881),
(38720, src.num_frames - 1)])
out = credit
grain = adptvgrnMod(out,
0.3,
0.15,
1.25,
luma_scaling=8,
sharp=80,
static=False,
lo=19)
out = grain
return depth(out, 10)
def do_filter():
"""Vapoursynth filtering"""
def _sraa(clip: vs.VideoNode, nnargs: dict, eeargs: dict) -> vs.VideoNode:
def _nnedi3(clip):
return clip.nnedi3.nnedi3(0, False, **nnargs)
def _eedi3(clip, sclip):
return clip.eedi3m.EEDI3(0, False, **eeargs, sclip=sclip)
clip = _eedi3(clip, _nnedi3(clip)).std.Transpose()
clip = _eedi3(clip, _nnedi3(clip)).std.Transpose()
return clip
def _nnedi3(clip: vs.VideoNode, factor: float, args: dict) -> vs.VideoNode:
upscale = clip.std.Transpose().nnedi3.nnedi3(0, True, **args) \
.std.Transpose().nnedi3.nnedi3(0, True, **args)
return core.resize.Spline36(upscale,
clip.width * factor,
clip.height * factor,
src_top=.5,
src_left=.5)
def _line_mask(clip: vs.VideoNode, thr: int) -> vs.VideoNode:
mask = core.std.Prewitt(clip)
mask = core.std.Expr(mask, 'x 2 *').std.Median()
mask = core.std.Expr(mask, f'x {thr} < x x 3 * ?')
return mask.std.Inflate().std.Deflate()
def _ssharp(clip: vs.VideoNode,
strength: float,
width: int,
height: int,
factor: float = 2,
b: float = -1,
c: float = 6) -> vs.VideoNode:
source = clip
sharp = core.resize.Bicubic(clip, clip.width*factor, clip.height*factor, \
filter_param_a=b, filter_param_b=c).resize.Lanczos(width, height)
source = core.resize.Spline64(source, sharp.width, sharp.height)
sharp = core.rgvs.Repair(sharp, source, 13)
sharp = mvf.LimitFilter(source,
sharp,
thrc=0.5,
elast=6,
brighten_thr=0.5,
planes=0)
final = core.std.Expr([sharp, source],
f'x {strength} * y 1 {strength} - * +')
return final
def to_gray(clip: vs.VideoNode, ref: vs.VideoNode) -> vs.VideoNode:
clip = core.std.AssumeFPS(clip, ref)
return core.resize.Point(clip,
format=vs.GRAY16,
matrix_s=mvf.GetMatrix(ref))
def _perform_masks_credit(path: Path) -> List[MaskCredit]:
return [
MaskCredit(lvf.src(str(mask)), int(str(mask.stem).split('_')[2]),
int(str(mask.stem).split('_')[3]))
for mask in path.glob('*')
]
# pylint: disable=unused-argument
def _diff(n: int, f: vs.VideoFrame, new: vs.VideoNode,
adapt: vs.VideoNode) -> vs.VideoNode:
psa = f.props['PlaneStatsAverage']
if psa > 0.5:
clip = new
elif psa < 0.4:
clip = adapt
else:
weight = (psa - 0.4) * 10
clip = core.std.Merge(adapt, new, weight)
return clip
def _ret_mask(clip: vs.VideoNode, thr: int) -> vs.VideoNode:
mask = kgf.retinex_edgemask(clip)
mask = core.std.Median(mask).std.Binarize(thr)
mask = iterate(mask, core.std.Median, 2)
mask = iterate(mask, core.std.Maximum, 3)
mask = iterate(mask, core.std.Minimum, 2)
return mask
opstart, opend = 1774, 3944
edstart, edend = 31781, 33938
src = JPBD.src_cut
src = depth(src, 16)
denoise_a = mdf.hybriddenoise_mod(src, 0.55, 2.25)
denoise_b = mdf.hybriddenoise_mod(src, 0.55, 10)
denoise = lvf.rfs(denoise_a, denoise_b, [(opstart, opstart + 44)])
diff = core.std.MakeDiff(src, denoise, [0, 1, 2])
luma = get_y(denoise)
upscale = _nnedi3(luma, 1.5, dict(nsize=0, nns=3, qual=1, pscrn=1))
sraa = _sraa(upscale, dict(nsize=0, nns=3, qual=1, pscrn=1),
dict(alpha=0.2, beta=0.5, gamma=80, nrad=3, mdis=18))
sraa = core.rgvs.Repair(sraa, upscale, 3)
rescale = _ssharp(sraa, 0.55, src.width, src.height, 2)
artefacts_mask = core.std.BlankClip(rescale, color=(256 << 8) - 1)
artefacts_mask = vdf.region_mask(artefacts_mask, 2, 2, 2, 2).std.Inflate()
rescale = core.std.MaskedMerge(luma, rescale, artefacts_mask)
lineart_mask = _line_mask(luma, 8000)
antialias = core.std.MaskedMerge(luma, rescale, lineart_mask)
antialias_merged = vdf.merge_chroma(antialias, denoise)
src_c, src_ncop = [
c.knlm.KNLMeansCL(a=6, h=20, d=0, device_type='gpu')
for c in [src, JPBD_NCOP.src_cut[:opend - opstart + 1]]
]
credit_mask = vdf.dcm(src, src_c[opstart:opend + 1], src_ncop, opstart,
opend, 2, 2).std.Deflate()
credit = core.std.MaskedMerge(antialias_merged, denoise, credit_mask)
masks_credit_ = _perform_masks_credit(Path('masks_' + JPBD.name[-2:] +
'/'))
for mask in masks_credit_:
credit = lvf.rfs(
credit,
core.std.MaskedMerge(credit, denoise,
to_gray(mask.mask, src).std.Deflate()),
[(mask.start_frame, mask.end_frame)])
deband_mask = lvf.denoise.detail_mask(credit, brz_a=3000, brz_b=1500)
dark_mask = core.std.Expr([deband_mask, _ret_mask(credit, 12500)], 'x y +')
deband_a = dbs.f3kpf(credit, 18, 36, 36)
deband_b = dbs.f3kpf(credit, 18, 42, 42)
deband_c = placebo.Deband(credit,
radius=12,
threshold=20,
iterations=3,
grain=0)
deband_d = placebo.Deband(credit,
radius=10,
threshold=8,
iterations=2,
grain=0)
deband = lvf.rfs(deband_a, deband_b, [(opstart + 483, opstart + 554)])
deband = lvf.rfs(deband, deband_c, [(opstart, opstart + 44)])
deband = lvf.rfs(deband, core.std.MaskedMerge(deband_d, credit, dark_mask),
[(opstart + 1070, opstart + 1103)])
deband = lvf.rfs(deband, deband_d, [(opstart + 1104, opstart + 1124)])
deband = core.std.MaskedMerge(deband, credit, deband_mask)
grain_original = core.std.MergeDiff(deband, diff, [0, 1, 2])
grain_original_nochroma = core.std.MergeDiff(deband, diff, [0])
grain_new = core.neo_f3kdb.Deband(deband,
preset='depth',
grainy=32,
grainc=32)
grain_new_nochroma = vdf.merge_chroma(grain_new, deband)
avg = core.std.PlaneStats(deband)
adapt_mask = core.adg.Mask(get_y(avg), 28)
grain_adapt = core.std.MaskedMerge(grain_new, grain_original, adapt_mask)
gf3_args = dict(g1str=5,
g2str=3.85,
g3str=3.5,
g1shrp=50,
g2shrp=60,
g3shrp=60,
g1size=1.65,
g2size=1.60,
g3size=1.25)
grain_a = hvf.GrainFactory3(deband, **gf3_args)
grain_b = mdf.adptvgrnMod_mod(deband,
2,
size=1.5,
sharp=60,
static=False,
luma_scaling=14)
grain = core.std.FrameEval(
deband, partial(_diff, new=grain_new, adapt=grain_adapt), avg)
grain = lvf.rfs(grain, grain_original, [(5058, 5253), (7871, 7989)])
grain = lvf.rfs(grain, grain_new_nochroma,
[(opstart + 117, opstart + 873),
(opstart + 921, opstart + 993)])
grain = lvf.rfs(grain, grain_original_nochroma,
[(opstart + 874, opstart + 920),
(opstart + 994, opstart + 1069),
(opstart + 1125, opstart + 1202)])
grain = lvf.rfs(grain, grain_a, [(opstart, opstart + 44)])
grain = lvf.rfs(grain, grain_b, [(opstart + 1070, opstart + 1124)])
stabilize = hvf.GSMC(src, radius=2, planes=0)
ending = vdf.merge_chroma(stabilize, denoise)
final = lvf.rfs(grain, ending, [(edstart, edend)])
final = final[:opstart] + final[opstart + 2:opstart + 2160] + final[opend +
1:]
return depth(final, 10), opstart, opend
