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 = 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, 16)
out = src
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,
[(0, 12), (75, 109), (237, 271), (323, 413), (500, 523),
(1012, 1084), (1295, 1750)]
)
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
return depth(out, 10).std.Limiter(16 << 2, [235 << 2, 240 << 2], [0, 1, 2])
def do_filter() -> vs.VideoNode:
"""Vapoursynth filtering"""
src = JPBD.src_cut
out = src
luma = get_y(out)
rows = [
core.std.CropAbs(luma, out.width, 1, top=out.height - 1),
core.std.CropAbs(luma, out.width, 1, top=out.height - 2)
]
diff = core.std.Expr(rows, 'x y - abs').std.PlaneStats()
row_fix = vdf.merge_chroma(
luma.fb.FillBorders(bottom=1, mode="fillmargins"),
out.fb.FillBorders(bottom=2, mode="fillmargins"))
fixrow = core.std.FrameEval(out,
partial(_select_row, clip=out,
row_fix=row_fix),
prop_src=diff)
out = fixrow
fixedge_a = awf.bbmod(out, 1, 1, 1, 1, 20, blur=700, u=False, v=False)
fixedge = out
fixedge = lvf.rfs(fixedge, fixedge_a, [(EDSTART + 309, EDEND)])
out = fixedge
out = depth(out, 16)
dehalo = gf.MaskedDHA(out, rx=1.4, ry=1.4, darkstr=0.02, brightstr=1)
dehalo = lvf.rfs(out, dehalo, [(EDEND + 1, src.num_frames - 1)])
out = dehalo
# Denoising only the chroma
pre = hvf.SMDegrain(out, tr=2, thSADC=300, plane=3)
planes = split(out)
planes[1], planes[2] = [
mvf.BM3D(planes[i], 1.25, radius2=2, pre=plane(pre, i))
for i in range(1, 3)
]
out = join(planes)
preden = core.dfttest.DFTTest(out, sbsize=16, sosize=12, tbsize=1)
detail_mask = lvf.mask.detail_mask(preden, brz_a=2500, brz_b=1500)
deband = vdf.dumb3kdb(preden, 16, threshold=[17, 17], grain=[24, 0])
deband = core.std.MergeDiff(deband, out.std.MakeDiff(preden))
deband = core.std.MaskedMerge(deband, out, detail_mask)
out = deband
decz = vdf.decsiz(out, min_in=128 << 8, max_in=192 << 8)
out = decz
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 + 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"""
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"""
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"""
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 _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 aa_stonks(clip: vs.VideoNode) -> vs.VideoNode:
mask = core.std.Prewitt(get_y(clip)).std.Binarize(4000)
mask = iterate(mask, core.std.Maximum, 4)
mask = iterate(mask, core.std.Minimum, 2)
mask = iterate(mask, core.std.Deflate, 4)
mask = vdf.region_mask(mask, 400, 400, 0, 0)
descale = core.descale.Debicubic(depth(get_y(clip), 32), 1440, 810)
upscale = core.caffe.Waifu2x(descale, 3, 2, model=6)
downscale = core.descale.Debilinear(upscale, 1920, 1080)
merged = vdf.merge_chroma(depth(downscale, 16), clip)
merged = core.std.MaskedMerge(clip, merged, mask)
return core.warp.AWarpSharp2(merged, 128, 2, depth=16)
def do_filter() -> vs.VideoNode:
"""Vapoursynth filtering"""
src = JPBD.src_cut
out = src
luma = get_y(out)
rows = [
core.std.CropAbs(luma, out.width, 1, top=out.height - 1),
core.std.CropAbs(luma, out.width, 1, top=out.height - 2)
]
diff = core.std.Expr(rows, 'x y - abs').std.PlaneStats()
row_fix = vdf.merge_chroma(
luma.fb.FillBorders(bottom=1, mode="fillmargins"),
out.fb.FillBorders(bottom=2, mode="fillmargins"))
fixrow = core.std.FrameEval(out,
partial(_select_row, clip=out,
row_fix=row_fix),
prop_src=diff)
out = fixrow
out = depth(out, 16)
# Denoising only the chroma
pre = hvf.SMDegrain(out, tr=2, thSADC=300, plane=3)
planes = split(out)
planes[1], planes[2] = [
mvf.BM3D(planes[i], 1.25, radius2=2, pre=plane(pre, i))
for i in range(1, 3)
]
out = join(planes)
preden = core.dfttest.DFTTest(out, sbsize=16, sosize=12, tbsize=1)
detail_mask = lvf.mask.detail_mask(preden, brz_a=2500, brz_b=1500)
deband = vdf.dumb3kdb(preden, 16, threshold=[17, 17], grain=[24, 0])
deband = core.std.MergeDiff(deband, out.std.MakeDiff(preden))
deband = core.std.MaskedMerge(deband, out, detail_mask)
out = deband
decz = vdf.decsiz(out, min_in=128 << 8, max_in=192 << 8)
out = decz
ref = depth(src, 16)
credit = out
credit = lvf.rfs(out, ref, CREDITS)
out = credit
return depth(out, 10).std.Limiter(16 << 2, [235 << 2, 240 << 2], [0, 1, 2])
def _aa_extra(clip: vs.VideoNode) -> vs.VideoNode:
downscaler_fun = lambda x, wid, hei: \
core.fmtc.resample(x, wid, hei, kernel='gauss', invks=True, invkstaps=2, taps=1, a1=32)
luma = get_y(clip)
antiaa = lvf.sraa(luma, 2, height=720)
antiaa = TAAmbk(antiaa,
'Eedi3SangNom',
mtype=2,
alpha=0.75,
beta=0.2,
gamma=40,
aa=96)
antiaa = lvf.sraa(antiaa, 2, height=clip.height, downscaler=downscaler_fun)
return vdf.merge_chroma(antiaa, clip)
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 hybrid_denoise(clip: vs.VideoNode, knlm_h: float = 0.5, sigma: float = 2,
knlm_args: Optional[Dict[str, Any]] = None,
bm3d_args: Optional[Dict[str, Any]] = None)-> vs.VideoNode:
knargs = dict(a=2, d=3, device_type='gpu', device_id=0, channels='UV')
if knlm_args is not None:
knargs.update(knlm_args)
b3args = dict(radius1=1, profile1='fast')
if bm3d_args is not None:
b3args.update(bm3d_args)
luma = get_y(clip)
luma = mvf.BM3D(luma, sigma, **b3args)
chroma = core.knlm.KNLMeansCL(clip, h=knlm_h, **knargs)
return vdf.merge_chroma(luma, chroma)
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 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
full = core.resize.Bicubic(src,
format=vs.YUV444P8,
filter_param_a=0,
filter_param_b=1 / 2)
crop = core.std.Crop(full, 10, 10, 5, 6)
edgefix = awf.bbmod(crop, 1, 1, 1, 1, thresh=64)
out = depth(edgefix, 16)
antialias = lvf.sraa(get_y(out), 2, 13)
antialias = lvf.rfs(out, vdf.merge_chroma(antialias, out),
[(1845, src.num_frames - 1)])
out = antialias
return core.resize.Bicubic(out,
1920,
1080,
format=vs.YUV420P10,
filter_param_a=0,
filter_param_b=1 / 2,
dither_type='error_diffusion')
def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
src = depth(src, 16)
out = src
opstart, opend = 59, 1630
edstart, edend = 30776, src.num_frames-1
h = 846
w = get_w(h)
cubic_filters = ['catrom', 'mitchell', 'robidoux', 'robidoux sharp']
cubic_filters = [vdf.get_bicubic_params(cf) for cf in cubic_filters]
degrain = hybrid_denoise(out, 0.35, 1.2, dict(a=2, d=1))
out = degrain
y = get_y(out)
y32 = depth(y, 32)
lineart = vdf.edge_detect(y32, 'kirsch', 0.055, (1, 1)).std.Median().std.Inflate()
descale_clips = [core.descale.Debicubic(y32, w, h, b, c) for b, c in cubic_filters]
descale = core.std.Expr(descale_clips, 'x y z a min min min x y z max max min')
conv = core.std.Convolution(descale, [1, 2, 1, 2, 0, 2, 1, 2, 1])
thr, coef = 0.013, 3
descale_fix = core.std.Expr([descale, conv], f'x y - abs {thr} < y x ?').std.PlaneStats()
adapt_mask = core.adg.Mask(descale_fix, 12).std.Invert().std.Expr(f'x 0.5 - {coef} * 0.5 + 0 max 1 min')
descale = core.std.MaskedMerge(descale, descale_fix, adapt_mask)
upscale = vdf.fsrcnnx_upscale(descale, w*2, h*2, r'shaders\FSRCNNX_x2_56-16-4-1.glsl', upscaler_smooth=eedi3_upscale,
profile='zastin', sharpener=partial(gf.DetailSharpen, sstr=1.25, power=4))
aa_strong = sraa_eedi3(upscale, 13, alpha=0.3, beta=0.5, gamma=40)
aa = aa_strong
down = muvf.SSIM_downsample(aa, src.width, src.height, filter_param_a=0, filter_param_b=0)
upscale = depth(
core.std.MaskedMerge(y32, down, lineart), 16
)
merged = vdf.merge_chroma(upscale, out)
out = merged
y = get_y(out)
detail_light_mask = lvf.denoise.detail_mask(y, brz_a=2500, brz_b=1200)
pf = iterate(out, core.std.Maximum, 2).std.Convolution([10] * 9, planes=0)
diff = core.std.MakeDiff(out, pf)
deband = core.f3kdb.Deband(pf, 17, 36, 36, 36, 12, 12, 2, keep_tv_range=True, output_depth=16)
deband = core.std.MergeDiff(deband, diff)
deband = core.std.MaskedMerge(deband, out, detail_light_mask)
out = deband
grain = adptvgrnMod(out, 0.25, 0.15, size=out.height/h, sharp=80, luma_scaling=10, static=True)
out = grain
# # Restore 1080p stuff
ref = src
rescale_mask = vdf.drm(ref, h, mthr=65, sw=4, sh=4)
credit = out
credit = lvf.rfs(credit, core.std.MaskedMerge(credit, ref, rescale_mask, 0),
[(opstart, opend), (1634, 1728), (edstart, edend)])
credit = lvf.rfs(credit, ref, [(15200, 15271)])
out = credit
return depth(out, 10).std.Limiter(16<<2, [235<<2, 240<<2])
def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
src = depth(src, 16)
out = src
h = 900
w = get_w(h)
# Remove the grain
ref = hvf.SMDegrain(out, tr=1, thSAD=300, plane=4)
degrain = mvf.BM3D(out, sigma=[1.5, 1], radius1=1, ref=ref)
degrain = insert_clip(degrain, smhdegrain(out[5539:5670], 2, 280), 5539)
degrain = insert_clip(degrain, smhdegrain(out[5933:5992], 2, 200), 5933)
degrain = insert_clip(degrain, smhdegrain(out[6115:6180], 2, 200), 6115)
degrain = insert_clip(degrain, smhdegrain(out[6180:6281], 2, 200), 6180)
degrain = insert_clip(degrain, smhdegrain(out[39303:39482], 2, 280), 39303)
degrain = insert_clip(degrain, smhdegrain(out[40391:40837], 2, 200), 40391)
degrain = insert_clip(degrain, smhdegrain(out[40908:41087], 2, 280), 40908)
degrain = insert_clip(degrain, smhdegrain(out[41671:41791], 2, 280), 41671)
degrain = insert_clip(degrain, smhdegrain(out[41791:41977], 2, 280), 41791)
degrain = insert_clip(degrain, smhdegrain(out[41977:42073], 2, 280), 41977)
degrain = insert_clip(degrain, smhdegrain(out[43083:44462], 2, 350), 43083)
degrain = lvf.rfs(degrain, out, [(51749, 52387)])
out = depth(degrain, 32)
luma = get_y(out)
line_mask = vdf.edge_detect(luma, 'kirsch', 0.075,
(1, 1)).std.Median().std.Inflate()
descale = core.descale.Debilinear(luma, w, h)
upscale = eedi3_upscale(descale)
antialias = single_rate_antialiasing(upscale,
13,
alpha=0.2,
beta=0.6,
gamma=300,
mdis=15).resize.Bicubic(
src.width, src.height)
rescale = core.std.MaskedMerge(luma, antialias, line_mask)
merged = vdf.merge_chroma(rescale, out)
out = depth(merged, 16)
y = get_y(out)
detail_light_mask = lvf.denoise.detail_mask(y.std.Median(),
brz_a=2500,
brz_b=1200)
pf = out.std.Convolution([1] * 9).std.Merge(out, 0.45)
diffdb = core.std.MakeDiff(out, pf)
deband = dumb3kdb(pf, 16, 30)
deband_b = dbs.f3kbilateral(pf, 20, 100)
deband = lvf.rfs(deband, deband_b, [(43083, 44461)])
deband = core.std.MergeDiff(deband, diffdb)
deband = core.std.MaskedMerge(deband, out, detail_light_mask)
deband = lvf.rfs(deband, out, [(51749, 52387)])
out = deband
sharp = hvf.LSFmod(out,
strength=65,
Smode=3,
Lmode=1,
edgemode=1,
edgemaskHQ=True)
out = sharp
ref = get_y(out).std.PlaneStats()
adgmask_a = core.adg.Mask(ref, 30)
adgmask_b = core.adg.Mask(ref, 12)
stgrain = sizedgrn(out, 0.1, 0.05, 1.00)
stgrain = core.std.MaskedMerge(out, stgrain, adgmask_b)
stgrain = core.std.MaskedMerge(out, stgrain, adgmask_a.std.Invert())
dygrain = sizedgrn(out, 0.2, 0.05, 1.05, sharp=60, static=False)
dygrain = core.std.MaskedMerge(out, dygrain, adgmask_a)
grain = core.std.MergeDiff(dygrain, out.std.MakeDiff(stgrain))
out = grain
ref = src
rescale_mask = vdf.drm(ref, h, mthr=65, sw=4, sh=4)
credit = out
credit = lvf.rfs(credit, core.std.MaskedMerge(credit, ref, rescale_mask,
0), [(0, 2956),
(43104, 45749)])
credit = lvf.rfs(credit, ref, [(45824, 50401),
(52388, src.num_frames - 1)])
out = credit
return depth(out, 10)
def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
src += src[-1]
# Variables
opstart, opend = 2206, 4362
eptitle_s, eptitle_e = 4363, 4482
edstart, edend = 31528, 33685
preview_s, preview_e = 33686, src.num_frames - 1
h = 720
w = get_w(h)
edges = core.edgefixer.ContinuityFixer(src, *[[2, 1, 1]] * 4)
out = depth(edges, 32)
ref = hvf.SMDegrain(depth(get_y(out), 16), thSAD=450)
denoise = hybrid_denoise(out, 0.35, 1.75, dict(a=2, d=1),
dict(ref=depth(ref, 32)))
out = denoise
y = get_y(out)
lineart = vdf.edge_detect(y, 'FDOG', 0.055,
(1, 1)).std.Median().std.Convolution([*[1] * 9])
descale = core.descale.Debilinear(y, w, h)
upscale = vdf.fsrcnnx_upscale(
descale,
height=h * 2,
shader_file=r'shaders\FSRCNNX_x2_56-16-4-1.glsl',
upscaler_smooth=eedi3_upscale,
profile='slow',
strength=85)
antialias = sraa_eedi3(upscale, 9)
downscale = muvf.SSIM_downsample(antialias,
src.width,
src.height,
filter_param_a=0,
filter_param_b=0)
downscale = core.std.MaskedMerge(y, downscale, lineart)
merged = vdf.merge_chroma(downscale, out)
merged = lvf.rfs(merged, out, [(opstart, opend), (eptitle_s, eptitle_e),
(preview_s, preview_e)])
out = depth(merged, 16)
detail_dark_mask = detail_dark_mask_func(get_y(out),
brz_a=8000,
brz_b=6000)
detail_light_mask = lvf.denoise.detail_mask(out, 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] * 9])
detail_mask = core.std.Expr([get_y(out), detail_mask_grow, detail_mask],
f'x {32<<8} < y z ?')
deband = dumb3kdbv2(out, 22, 24)
deband = core.std.MaskedMerge(deband, out, detail_mask)
out = deband
ref = get_y(out).std.PlaneStats()
adgmask_a = core.adg.Mask(ref, 30)
adgmask_b = core.adg.Mask(ref, 12)
stgrain = sizedgrn(out, 0.1, 0.05, 1.05, sharp=80)
stgrain = core.std.MaskedMerge(out, stgrain, adgmask_b)
stgrain = core.std.MaskedMerge(out, stgrain, adgmask_a.std.Invert())
dygrain = sizedgrn(out, 0.2, 0.05, 1.15, sharp=80, static=False)
dygrain = core.std.MaskedMerge(out, dygrain, adgmask_a)
grain = core.std.MergeDiff(dygrain, out.std.MakeDiff(stgrain))
out = grain
ref = depth(src, 16)
rescale_mask = vdf.drm(ref, 720, 'bilinear', mthr=30, sw=0, sh=0)
rescale_mask = vdf.region_mask(rescale_mask, *[10] * 4)
rescale_mask = hvf.mt_expand_multi(rescale_mask,
mode='ellipse',
sw=4,
sh=4)
rescale_mask = rescale_mask.std.Binarize(scale_value(
100, 8, 16)).std.Inflate().std.Convolution([*[1] * 9])
dehalo_ref = gf.MaskedDHA(ref,
rx=1.65,
ry=1.65,
darkstr=0.15,
brightstr=1.0,
maskpull=48,
maskpush=140)
dehalo_mask_b = vdf.region_mask(rescale_mask, right=400)
credit = out
dehalo_range_b = [(18, 101), (16853, 16917)]
credit = lvf.rfs(credit, core.std.MaskedMerge(credit, ref, rescale_mask,
0),
[(126, 160), (1722, 1761), (7749, 7795), (8189, 8232),
(8445, 8504), (9020, 9067), (9727, 9768), (12430, 12520),
(12876, 12971), (13608, 13646), (15833, 15879),
(20526, 20586), (20783, 20823), (21193, 21239),
(23812, 23854), (24018, 24059),
(edstart, edend)] + dehalo_range_b)
credit = lvf.rfs(
credit, core.std.MaskedMerge(credit, dehalo_ref, dehalo_mask_b, 0),
dehalo_range_b)
out = credit
return depth(out, 10).std.Limiter(16 << 2, [235 << 2, 240 << 2])
def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
# Variables
opstart, opend = 6161, 8319
eptitle_s, eptitle_e = 8320, 8439
edstart, edend = 31170, 33326
preview_s, preview_e = 33687, src.num_frames - 1
h = 720
w = get_w(h)
edges = core.edgefixer.ContinuityFixer(src, *[[2, 1, 1]] * 4)
out = depth(edges, 32)
ref = hvf.SMDegrain(depth(get_y(out), 16), thSAD=450)
denoise = hybrid_denoise(out, 0.35, 1.75, dict(a=2, d=1),
dict(ref=depth(ref, 32)))
out = denoise
y = get_y(out)
lineart = vdf.edge_detect(y, 'FDOG', 0.055,
(1, 1)).std.Median().std.Convolution([*[1] * 9])
descale = core.descale.Debilinear(y, w, h)
upscale = vdf.fsrcnnx_upscale(
descale,
height=h * 2,
shader_file=r'shaders\FSRCNNX_x2_56-16-4-1.glsl',
upscaler_smooth=eedi3_upscale,
profile='slow',
strength=85)
antialias = sraa_eedi3(upscale, 9)
downscale = muvf.SSIM_downsample(antialias,
src.width,
src.height,
filter_param_a=0,
filter_param_b=0)
downscale = core.std.MaskedMerge(y, downscale, lineart)
merged = vdf.merge_chroma(downscale, out)
merged = lvf.rfs(merged, out, [(opstart, opend), (eptitle_s, eptitle_e),
(preview_s, preview_e)])
out = depth(merged, 16)
detail_dark_mask = detail_dark_mask_func(get_y(out),
brz_a=8000,
brz_b=6000)
detail_light_mask = lvf.denoise.detail_mask(out, 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] * 9])
detail_mask = core.std.Expr([get_y(out), detail_mask_grow, detail_mask],
f'x {32<<8} < y z ?')
deband = dumb3kdbv2(out, 22, 24)
deband = core.std.MaskedMerge(deband, out, detail_mask)
out = deband
ref = get_y(out).std.PlaneStats()
adgmask_a = core.adg.Mask(ref, 30)
adgmask_b = core.adg.Mask(ref, 12)
stgrain = sizedgrn(out, 0.1, 0.05, 1.05, sharp=80)
stgrain = core.std.MaskedMerge(out, stgrain, adgmask_b)
stgrain = core.std.MaskedMerge(out, stgrain, adgmask_a.std.Invert())
dygrain = sizedgrn(out, 0.2, 0.05, 1.15, sharp=80, static=False)
dygrain = core.std.MaskedMerge(out, dygrain, adgmask_a)
grain = core.std.MergeDiff(dygrain, out.std.MakeDiff(stgrain))
out = grain
ref = depth(src, 16)
rescale_mask = vdf.drm(ref, 720, 'bilinear', mthr=30, sw=0, sh=0)
rescale_mask = vdf.region_mask(rescale_mask, *[10] * 4)
rescale_mask = hvf.mt_expand_multi(rescale_mask,
mode='ellipse',
sw=4,
sh=4)
rescale_mask = rescale_mask.std.Binarize(scale_value(
100, 8, 16)).std.Inflate().std.Convolution([*[1] * 9])
dehalo_ref = gf.MaskedDHA(ref,
rx=1.65,
ry=1.65,
darkstr=0.15,
brightstr=1.0,
maskpull=48,
maskpush=140)
dehalo_mask_a = vdf.region_mask(rescale_mask, top=650)
dehalo_mask_b = vdf.region_mask(rescale_mask, right=400)
credit = out
dehalo_range_a = [(25, 205), (518, 612), (2090, 2172), (14449, 14537)]
dehalo_range_b = [(3893, 3981)]
credit = lvf.rfs(credit, core.std.MaskedMerge(credit, ref, rescale_mask,
0),
[(2197, 2252), (4072, 4129), (4409, 4527), (5390, 5484),
(8473, 8603), (8610, 8669), (9826, 9909), (10666, 10713),
(12088, 12507), (14943, 15052), (17988, 18136),
(18897, 18976),
(edstart, edend)] + dehalo_range_a + dehalo_range_b)
credit = lvf.rfs(
credit, core.std.MaskedMerge(credit, dehalo_ref, dehalo_mask_a, 0),
dehalo_range_a)
credit = lvf.rfs(
credit, core.std.MaskedMerge(credit, dehalo_ref, dehalo_mask_b, 0),
dehalo_range_b)
out = credit
return depth(out, 10).std.Limiter(16 << 2, [235 << 2, 240 << 2])
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
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"""
src = JPBD.src_cut
# Variables
opstart, opend = 2038, 4196
eptitle_s, eptitle_e = 4197, 4316
edstart, edend = 31530, 33687
preview_s, preview_e = 33688, src.num_frames - 1
h = 720
w = get_w(h)
edges = core.edgefixer.ContinuityFixer(src, *[[2, 1, 1]] * 4)
out = depth(edges, 32)
ref = hvf.SMDegrain(depth(get_y(out), 16), thSAD=450)
denoise = hybrid_denoise(out, 0.35, 1.75, dict(a=2, d=1),
dict(ref=depth(ref, 32)))
out = denoise
y = get_y(out)
lineart = vdf.edge_detect(y, 'FDOG', 0.055,
(1, 1)).std.Median().std.Convolution([*[1] * 9])
descale = core.descale.Debilinear(y, w, h)
upscale = vdf.fsrcnnx_upscale(
descale,
height=h * 2,
shader_file=r'shaders\FSRCNNX_x2_56-16-4-1.glsl',
upscaler_smooth=eedi3_upscale,
profile='slow',
strength=85)
antialias = sraa_eedi3(upscale, 9)
downscale = muvf.SSIM_downsample(antialias,
src.width,
src.height,
filter_param_a=0,
filter_param_b=0)
downscale = core.std.MaskedMerge(y, downscale, lineart)
merged = vdf.merge_chroma(downscale, out)
merged = lvf.rfs(merged, out, [(opstart, opend), (eptitle_s, eptitle_e),
(preview_s, preview_e)])
out = depth(merged, 16)
detail_dark_mask = detail_dark_mask_func(get_y(out),
brz_a=8000,
brz_b=6000)
detail_light_mask = lvf.denoise.detail_mask(out, 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] * 9])
detail_mask = core.std.Expr([get_y(out), detail_mask_grow, detail_mask],
f'x {32<<8} < y z ?')
deband = dumb3kdbv2(out, 22, 24)
deband = core.std.MaskedMerge(deband, out, detail_mask)
deband_b = dumb3kdbv2(out, 24, 64)
deband_b = core.std.MaskedMerge(deband_b, out, detail_light_mask)
deband = lvf.rfs(deband, deband_b, [(opstart + 414, opstart + 496)])
out = deband
ref = get_y(out).std.PlaneStats()
adgmask_a = core.adg.Mask(ref, 30)
adgmask_b = core.adg.Mask(ref, 12)
stgrain = sizedgrn(out, 0.1, 0.05, 1.05, sharp=80)
stgrain = core.std.MaskedMerge(out, stgrain, adgmask_b)
stgrain = core.std.MaskedMerge(out, stgrain, adgmask_a.std.Invert())
dygrain = sizedgrn(out, 0.2, 0.05, 1.15, sharp=80, static=False)
dygrain = core.std.MaskedMerge(out, dygrain, adgmask_a)
grain = core.std.MergeDiff(dygrain, out.std.MakeDiff(stgrain))
out = grain
ref = depth(src, 16)
rescale_mask = vdf.drm(ref, 720, 'bilinear', mthr=30, sw=0, sh=0)
rescale_mask = vdf.region_mask(rescale_mask, *[10] * 4)
rescale_mask = hvf.mt_expand_multi(rescale_mask,
mode='ellipse',
sw=4,
sh=4)
rescale_mask = rescale_mask.std.Binarize(scale_value(
100, 8, 16)).std.Inflate().std.Convolution([*[1] * 9])
credit = out
credit = lvf.rfs(credit, core.std.MaskedMerge(credit, ref, rescale_mask,
0), [(8993, 9066),
(20104, 20223),
(edstart, edend)])
out = credit
return depth(out, 10).std.Limiter(16 << 2, [235 << 2, 240 << 2])
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('*')
]
def _w2x(clip: vs.VideoNode) -> vs.VideoNode:
waifu2x = core.w2xc.Waifu2x(mvf.ToRGB(clip, depth=32), noise=2, scale=2) \
.resize.Bicubic(clip.width, clip.height)
return mvf.ToYUV(waifu2x, css='420', depth=16)
def _perform_filtering_ending(clip: vs.VideoNode,
adapt_mask: vs.VideoNode) -> vs.VideoNode:
luma = get_y(clip)
denoise_a = mvf.BM3D(luma, 2.25, 1)
denoise_b = mvf.BM3D(luma, 1.25, 1)
denoise = core.std.MaskedMerge(denoise_a, denoise_b, adapt_mask)
grain = core.grain.Add(denoise, 0.3, constant=True)
return core.std.MaskedMerge(denoise, grain, adapt_mask)
# 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 aa_stonks(clip: vs.VideoNode) -> vs.VideoNode:
mask = core.std.Prewitt(get_y(clip)).std.Binarize(4000)
mask = iterate(mask, core.std.Maximum, 4)
mask = iterate(mask, core.std.Minimum, 2)
mask = iterate(mask, core.std.Deflate, 4)
mask = vdf.region_mask(mask, 400, 400, 0, 0)
descale = core.descale.Debicubic(depth(get_y(clip), 32), 1440, 810)
upscale = core.caffe.Waifu2x(descale, 3, 2, model=6)
downscale = core.descale.Debilinear(upscale, 1920, 1080)
merged = vdf.merge_chroma(depth(downscale, 16), clip)
merged = core.std.MaskedMerge(clip, merged, mask)
return core.warp.AWarpSharp2(merged, 128, 2, depth=16)
opstart, opend = 1272, 3428
edstart, edend = 31769, 33926
src = JPBD.src_cut
src = depth(src, 16)
src = core.std.FreezeFrames(src, opstart + 2132, opend, opstart + 2132)
denoise = mdf.hybriddenoise_mod(src, 0.55, 2.25)
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)
antialias_strong_a = aa_stonks(denoise)
antialias_strong_b = TAAmbk(denoise, 'Eedi3', cycle=3, mtype=0)
antialias_merged = lvf.rfs(antialias_merged, antialias_strong_a,
[(4782, 4785)])
antialias_merged = lvf.rfs(antialias_merged, antialias_strong_b,
[(11808, 11898)])
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)
deband_a = dbs.f3kpf(credit, 18, 36, 36)
deband_b = dbs.f3kpf(credit, 18, 42, 42)
deband_c = placebo.Deband(credit,
radius=16,
threshold=4,
iterations=1,
grain=0)
deband_d = placebo.Deband(deband_b,
radius=20,
threshold=5,
iterations=1,
grain=0)
deband = lvf.rfs(deband_a, deband_b, [(opstart, opstart + 146)])
deband = lvf.rfs(deband, deband_c, [(opstart + 1225, opstart + 1238)])
deband = lvf.rfs(deband, deband_d, [(opstart + 970, opstart + 984)])
deband = core.std.MaskedMerge(deband, credit, deband_mask)
grain_original = core.std.MergeDiff(deband, diff, [0, 1, 2])
grain_new = core.neo_f3kdb.Deband(deband,
preset='depth',
grainy=32,
grainc=32)
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)
grain = core.std.FrameEval(
deband, partial(_diff, new=grain_new, adapt=grain_adapt), avg)
grain = lvf.rfs(grain, grain_new, [(opstart + 147, opstart + 496),
(opstart + 575, opstart + 644),
(opstart + 702, opstart + 969),
(opstart + 1076, opstart + 1117),
(opstart + 1428, opstart + 1461),
(opstart + 1859, opstart + 2035)])
grain = lvf.rfs(grain, grain_original, [(14412, 14728), (31146, 31299)])
w2x = _w2x(denoise).grain.Add(1, 0.5, constant=True)
w2x = lvf.rfs(grain, w2x, [(opstart + 1211, opstart + 1224)])
ending = _perform_filtering_ending(src, adapt_mask)
ending = vdf.merge_chroma(ending, denoise)
final = lvf.rfs(w2x, ending, [(edstart, edend)])
return depth(final, 10)
def do_filter():
"""Vapoursynth filtering"""
# Source and dithering
src = JPBD.src_cut
src = depth(src, 16)
out = src
# Variables
h = 846
w = get_w(h)
cubic_filters = ['catrom', 'mitchell', 'robidoux', 'robidoux sharp']
cubic_filters = [vdf.get_bicubic_params(cf) for cf in cubic_filters]
# Remove the dynamic grain
degrain = hybrid_denoise(out, 0.35, 1.2, dict(a=2, d=1))
out = degrain
y = get_y(out)
y32 = depth(y, 32)
lineart = vdf.edge_detect(y32, 'kirsch', 0.055,
(1, 1)).std.Median().std.Inflate()
# Use multiple descaling kernel for a sharper result
descale_clips = [
core.descale.Debicubic(y32, w, h, b, c) for b, c in cubic_filters
]
descale = core.std.Expr(descale_clips,
'x y z a min min min x y z max max min')
# Fix descaling artifacts (yes even for catrom there's still artifacts)
conv = core.std.Convolution(descale, [1, 2, 1, 2, 0, 2, 1, 2, 1])
thr, coef = 0.013, 3.2
descale_fix = core.std.Expr([descale, conv],
f'x y - abs {thr} < y x ?').std.PlaneStats()
adapt_mask = core.adg.Mask(
descale_fix,
12).std.Invert().std.Expr(f'x 0.80 - {coef} * 0.20 + 0 max 1 min')
descale = core.std.MaskedMerge(descale, descale_fix, adapt_mask)
# Double using eedi3+nnedi, fsrcnnx and a sharpener
upscale = vdf.fsrcnnx_upscale(descale,
w * 2,
h * 2,
r'shaders\FSRCNNX_x2_56-16-4-1.glsl',
upscaler_smooth=eedi3_upscale,
profile='zastin',
sharpener=partial(gf.DetailSharpen,
sstr=1.25,
power=4))
# Antialiasing by eedi3
aa_strong = sraa_eedi3(upscale, 13, alpha=0.3, beta=0.5, gamma=40)
aa = aa_strong
# Rescale to 1080p with Bicubic b=0, c=0 AKA Hermite
down = muvf.SSIM_downsample(aa,
src.width,
src.height,
filter_param_a=0,
filter_param_b=0)
upscale = depth(core.std.MaskedMerge(y32, down, lineart), 16)
merged = vdf.merge_chroma(upscale, out)
out = merged
# Deband with prefilter
y = get_y(out)
detail_light_mask = lvf.denoise.detail_mask(y, brz_a=2500, brz_b=1200)
pf = iterate(out, core.std.Maximum, 2).std.Convolution([10] * 9, planes=0)
diff = core.std.MakeDiff(out, pf)
deband = core.f3kdb.Deband(pf,
17,
36,
36,
36,
12,
12,
2,
keep_tv_range=True,
output_depth=16)
deband = core.std.MergeDiff(deband, diff)
deband = core.std.MaskedMerge(deband, out, detail_light_mask)
out = deband
# Regraining
grain = adptvgrnMod(out,
0.25,
0.15,
size=out.height / h,
sharp=80,
luma_scaling=10,
static=True)
out = grain
return depth(out, 10).std.Limiter(16 << 2, [235 << 2, 240 << 2])
def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
src += src[-1]
# Variables
opstart, opend = 8296, 10452
eptitle_s, eptitle_e = 10453, 10572
edstart, edend = 31528, 33685
preview_s, preview_e = 33686, src.num_frames - 1
h = 720
w = get_w(h)
edges = core.edgefixer.ContinuityFixer(src, *[[2, 1, 1]] * 4)
out = depth(edges, 32)
ref = hvf.SMDegrain(depth(get_y(out), 16), thSAD=450)
denoise = hybrid_denoise(out, 0.35, 1.75, dict(a=2, d=1),
dict(ref=depth(ref, 32)))
out = denoise
y = get_y(out)
lineart = vdf.edge_detect(y, 'FDOG', 0.055,
(1, 1)).std.Median().std.Convolution([*[1] * 9])
descale = core.descale.Debilinear(y, w, h)
upscale = vdf.fsrcnnx_upscale(
descale,
height=h * 2,
shader_file=r'shaders\FSRCNNX_x2_56-16-4-1.glsl',
upscaler_smooth=eedi3_upscale,
profile='slow',
strength=85)
antialias = sraa_eedi3(upscale, 9)
downscale = muvf.SSIM_downsample(antialias,
src.width,
src.height,
filter_param_a=0,
filter_param_b=0)
downscale = core.std.MaskedMerge(y, downscale, lineart)
merged = vdf.merge_chroma(downscale, out)
merged = lvf.rfs(merged, out, [(opstart, opend), (eptitle_s, eptitle_e),
(preview_s, preview_e)])
out = depth(merged, 16)
detail_dark_mask = detail_dark_mask_func(get_y(out),
brz_a=8000,
brz_b=6000)
detail_light_mask = lvf.denoise.detail_mask(out, 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] * 9])
detail_mask = core.std.Expr([get_y(out), detail_mask_grow, detail_mask],
f'x {32<<8} < y z ?')
deband = dumb3kdbv2(out, 22, 24)
deband = core.std.MaskedMerge(deband, out, detail_mask)
deband_b = dumb3kdbv2(out, 24, 64)
deband_b = core.std.MaskedMerge(deband_b, out, detail_light_mask)
deband = lvf.rfs(deband, deband_b, [(opstart + 414, opstart + 496)])
out = deband
ref = get_y(out).std.PlaneStats()
adgmask_a = core.adg.Mask(ref, 30)
adgmask_b = core.adg.Mask(ref, 12)
stgrain = sizedgrn(out, 0.1, 0.05, 1.05, sharp=80)
stgrain = core.std.MaskedMerge(out, stgrain, adgmask_b)
stgrain = core.std.MaskedMerge(out, stgrain, adgmask_a.std.Invert())
dygrain = sizedgrn(out, 0.2, 0.05, 1.15, sharp=80, static=False)
dygrain = core.std.MaskedMerge(out, dygrain, adgmask_a)
grain = core.std.MergeDiff(dygrain, out.std.MakeDiff(stgrain))
out = grain
ref = depth(src, 16)
rescale_mask = vdf.drm(ref, 720, 'bilinear', mthr=30, sw=0, sh=0)
rescale_mask = vdf.region_mask(rescale_mask, *[10] * 4)
rescale_mask = hvf.mt_expand_multi(rescale_mask,
mode='ellipse',
sw=4,
sh=4)
rescale_mask = rescale_mask.std.Binarize(scale_value(
100, 8, 16)).std.Inflate().std.Convolution([*[1] * 9])
dehalo_ref = gf.MaskedDHA(ref,
rx=1.65,
ry=1.65,
darkstr=0.15,
brightstr=1.0,
maskpull=48,
maskpush=140)
dehalo_mask_a = vdf.region_mask(rescale_mask, top=650, right=200)
credit = out
dehalo_range_a = [(18, 130), (1291, 1355), (14691, 14846), (15126, 15189)]
credit = lvf.rfs(credit, core.std.MaskedMerge(credit, ref, rescale_mask,
0),
[(131, 220), (400, 505), (817, 899), (1766, 1809),
(1925, 2041), (4033, 4116), (4342, 4453), (4964, 5031),
(6422, 6515), (7848, 7978),
(10606, 10728), (11619, 11701), (15339, 15457),
(edstart, edend)] + dehalo_range_a)
credit = lvf.rfs(
credit, core.std.MaskedMerge(credit, dehalo_ref, dehalo_mask_a, 0),
dehalo_range_a)
out = credit
return depth(out, 10).std.Limiter(16 << 2, [235 << 2, 240 << 2])
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 += 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"""
src = JPBD.src_cut
src = depth(src, 32)
h = 720
w = get_w(h)
b, c = vdf.get_bicubic_params('robidoux')
full_stuff = [(0, 1310), (15484, 15639)]
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, [(5534, 5598)])
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
rescale_mask = vdf.drm(luma, b=b, c=c, sw=4, sh=4)
ref, rescale_mask, src = [
depth(x, 16) for x in [denoise, rescale_mask, src]
]
credit = lvf.rfs(out, core.std.MaskedMerge(out, ref, rescale_mask),
full_stuff)
credit = lvf.rfs(credit, src, [(31707, 33937)])
out = credit
smooth = gf.JohnFPS(out[31707:33937 + 1], 60000, 1001)
clips = [out[:31707], smooth, out[33937 + 1:]]
vfr = muvf.VFRSplice(clips, 'symphogearg_13_timecode.txt')
cfr = core.std.AssumeFPS(vfr, src)
out = cfr
return depth(out, 10)
