def do_filter():
"""Vapoursynth filtering"""
def _nneedi3_clamp(clip: vs.VideoNode, strength: int = 1) -> vs.VideoNode:
bits = clip.format.bits_per_sample - 8
thr = strength * (1 >> bits)
luma = get_y(clip)
def _strong(clip: vs.VideoNode) -> vs.VideoNode:
args = dict(alpha=0.25,
beta=0.5,
gamma=40,
nrad=2,
mdis=20,
vcheck=3)
clip = core.eedi3m.EEDI3(clip, 1, True, **args).std.Transpose()
clip = core.eedi3m.EEDI3(clip, 1, True, **args).std.Transpose()
return core.resize.Spline36(clip,
luma.width,
luma.height,
src_left=-.5,
src_top=-.5)
def _weak(clip: vs.VideoNode) -> vs.VideoNode:
args = dict(nsize=3, nns=2, qual=2)
clip = core.znedi3.nnedi3(clip, 1, True, **args).std.Transpose()
clip = core.znedi3.nnedi3(clip, 1, True, **args).std.Transpose()
return core.resize.Spline36(clip,
luma.width,
luma.height,
src_left=-.5,
src_top=-.5)
clip_aa = core.std.Expr(
[_strong(luma), _weak(luma), luma],
'x z - y z - * 0 < y x y {0} + min y {0} - max ?'.format(thr))
return vdf.merge_chroma(clip_aa, clip)
def _perform_endcard(path: str, ref: vs.VideoNode) -> vs.VideoNode:
endcard = lvf.src(path).std.AssumeFPS(ref)
endcard = core.std.CropRel(endcard, left=6, top=20, right=0, bottom=6)
endcard = core.resize.Bicubic(endcard,
ref.width,
ref.height,
vs.RGBS,
dither_type='error_diffusion')
endcard = iterate(
endcard, partial(core.w2xc.Waifu2x, noise=3, scale=1, photo=True),
2)
endcard = core.resize.Bicubic(endcard,
format=vs.YUV444PS,
matrix_s='709',
dither_type='error_diffusion')
endcard = lvf.util.quick_resample(
endcard,
lambda c: core.neo_f3kdb.Deband(c, 15, 36, 36, 36, 24, 24, 4))
return Tweak(endcard, sat=1.2, bright=-0.05, cont=1.2)
src = JPBD.src_cut
src = depth(src, 16)
edstart = 31769
denoise_a = CoolDegrain(src, tr=2, thsad=48, blksize=8, overlap=4, plane=4)
denoise_b = CoolDegrain(src, tr=3, thsad=96, blksize=8, overlap=4, plane=4)
denoise = lvf.rfs(denoise_a, denoise_b, [(edstart + 1870, edstart + 1900)])
antialias_a = _nneedi3_clamp(denoise)
downscaler = lambda c, w, h: core.fmtc.resample(
c, w, h, kernel='gauss', invks=True, invkstaps=1, taps=1, a1=32)
antialias_b = rekt_fast(
denoise,
lambda c: lvf.sraa(c, 1.45, rep=13, downscaler=downscaler),
top=482)
antialias = lvf.rfs(antialias_a, antialias_b, [(8185, 8280)])
predenoise = mClean(antialias, thSAD=200, chroma=False)
detail_mask = lvf.denoise.detail_mask(predenoise,
rad=2,
radc=2,
brz_a=3250,
brz_b=1250)
ret_mask = kgf.retinex_edgemask(predenoise).std.Binarize(
9250).std.Median().std.Inflate()
line_mask = core.std.Expr([detail_mask, ret_mask], 'x y max')
deband_a = core.neo_f3kdb.Deband(antialias,
17,
42,
42,
42,
12,
0,
sample_mode=4,
keep_tv_range=True)
deband_a = core.std.MaskedMerge(deband_a, antialias, line_mask)
deband_b = core.neo_f3kdb.Deband(deband_a,
18,
48,
48,
48,
0,
0,
sample_mode=2,
keep_tv_range=True)
deband = lvf.rfs(deband_a, deband_b, [(edstart + 1870, edstart + 1900)])
deband = lvf.rfs(deband, deband_b, [(13611, 13661), (20022, 20057)])
grain = kgf.adaptive_grain(deband, 0.25, luma_scaling=10)
endcard = _perform_endcard(
'[BDMV][200610][Magia Record][Vol.3]/Scans/endcard6_front_descreen.png',
src)
endcard_length = 119
final = core.std.Splice([grain, endcard * endcard_length], True)
final = core.resize.Bicubic(final,
format=vs.YUV420P10,
dither_type='error_diffusion')
final = core.std.Limiter(final, 16, [235 << 2, 240 << 2])
return depth(final, 10), endcard_length
def main(self) -> vs.VideoNode:
"""Vapoursynth filtering"""
src = JPBD.clip_cut
src = depth(src, 16)
src_cru = WEB_CRU.clip_cut
src_aod = WEB_AOD.clip_cut
# Dehardsubbing using .ass file
masksub = Mask.hardsub_mask(src_aod.std.BlankClip(), SUB, FONTDIR)
dehardsub = core.std.MaskedMerge(src_aod, src_cru, masksub)
src_web = dehardsub
# AoD is poorly rescaled
src_y, src_cru_y, src_web_y = map(get_y, [src, src_cru, src_web])
thr = 10
src_web_y = core.std.Expr([src_web_y, src_cru_y],
f'x y - abs {thr} < x y * sqrt y ?')
src_web_y = depth(src_web_y, 16)
ringrid = core.rgvs.Repair(src_web_y,
src_web_y.std.Convolution([1] * 9), 11)
ringrid = core.std.Expr([ringrid, src_web_y], 'x y min')
# Remove ringing with AoD+CR
ring_mask = Mask.ringing_mask(src_y)
bdweb = core.std.MaskedMerge(src_y, ringrid, ring_mask)
out = vdf.misc.merge_chroma(bdweb, src)
# Restore BD changes
dering_src = hvf.EdgeCleaner(src, 20, hot=True)
diff_mask = Mask.diff_mask((src, src_cru), brz=4750.0)
bdchanges = core.std.MaskedMerge(out, dering_src, diff_mask)
bdchanges = lvf.rfs(out, bdchanges, [(4455, 4607), (4876, 5078),
(5199, 5246), (5958, 6035),
(6894, 7076), (7275, 7406),
(7653, 7784), (7863, 7970),
(8142, 8348), (8784, 9065),
(9276, 9800), (10613, 10720),
(10739, 10780), (10949, 10969),
(11105, 11230), (11924, 12289),
(12865, 12891), (13139, 13213),
(15520, 15733), (19160, 19243),
(20351, 20422), (24824, 24979),
(26357, 26527), (27920, 28000),
(29576, 29659), (29780, 29881),
(30128, 30271), (30644, 30763),
(31776, 31811), (32522, 32641)])
# return bdchanges, diff_mask
out = bdchanges
ref = Denoise.ref_denoise(get_y(out), tr=1)
denoise = Denoise.hybrid_denoise(depth(out, 32),
knlm_h=0.15,
sigma=1,
knlm_args=dict(d=1, a=3, s=3),
bm3d_args=dict(ref=depth(ref, 32)))
denoise = depth(denoise, 16)
out = denoise
pre = get_y(out)
# Remove haloing
dehalo = gf.MaskedDHA(pre,
rx=1.4,
ry=1.4,
darkstr=0.1,
brightstr=1.0,
maskpull=40,
maskpush=255)
bila = core.bilateral.Bilateral(dehalo, sigmaS=1, sigmaR=0.08)
dehalorp = core.rgvs.Repair(dehalo, bila, 13)
dehalo = core.std.MaskedMerge(dehalo, dehalorp,
ring_mask.std.Maximum(), 0)
dehalo = core.std.Expr([dehalo, pre], 'x y min')
out = dehalo
# Antialiasing sraaaaaaaaaa
lineart = vdf.mask.ExPrewitt().get_mask(out, 4000,
7500).std.Convolution([1] * 25)
aaa = AA().upscaled_sraaaaaaaaaa(out, height=1620)
out = aaa
unwarp = self.line_darkening(out, 0.075).warp.AWarpSharp2(depth=-1)
out = unwarp
motion = hvf.SMDegrain(out, tr=3, thSADC=600, RefineMotion=True)
masked = core.std.MaskedMerge(out, motion, lineart)
out = masked
mergechroma = vdf.misc.merge_chroma(out, denoise)
out = mergechroma
ref = depth(src_cru, 16)
cred_mask = Mask.credits_mask(src, JPBD_NCOP.clip_cut,
JPBD_NCED.clip_cut, OPSTART, OPEND,
EDSTART, EDEND)
cred = out
cred = lvf.rfs(cred, core.std.MaskedMerge(cred, ref, cred_mask, 0),
[(OPSTART, OPEND), (EDSTART, EDEND)])
out = cred
db_mask = Mask.deband_mask(out, (4000, 4000, 4000), (2000, 2000, 2000))
deband_1 = vdf.deband.dumb3kdb(out, 17, [36, 48])
deband_2 = vdf.deband.dumb3kdb(out,
17,
30,
sample_mode=4,
use_neo=True)
deband_a = vdf.placebo.deband(out,
22,
threshold=8,
iterations=3,
grain=0)
import rekt
deband_c = rekt.rekt_fast(out,
lambda x: vdf.placebo.deband(x, 18, 6, 2, 0),
bottom=600)
deband_d = vdf.deband.dumb3kdb(out, 17, 65)
th_lo, th_hi = 22 << 8, 28 << 8
strength = f'{th_hi} x - {th_hi} {th_lo} - /'
deband = core.std.Expr(
[out.std.Convolution([1] * 9), deband_1, deband_2], [
f'x {th_lo} > x {th_hi} < and z ' + strength + ' * y 1 ' +
strength + f' - * + x {th_lo} <= z y ? ?',
'x y * sqrt x z * sqrt * y * z * 0.25 pow'
])
deband = lvf.rfs(deband, deband_a, [(OPSTART + 1382, OPSTART + 1433)])
deband = lvf.rfs(deband, deband_c, [(12362, 12391)])
deband = lvf.rfs(deband, deband_d, [(14789, 15025)])
deband = core.std.MaskedMerge(deband, out, db_mask)
out = deband
ref = get_y(out).std.PlaneStats()
adgmask_a = ref.adg.Mask(25)
adgmask_b = ref.adg.Mask(10)
stgrain_a = core.grain.Add(out, 0.1, 0, seed=333, constant=True)
stgrain_a = core.std.MaskedMerge(out, stgrain_a,
adgmask_b.std.Invert())
stgrain_b = sizedgrn(out,
0.2,
0.1,
1.15,
sharp=80,
static=True,
fade_edges=False,
protect_neutral=False,
seed=333)
stgrain_b = core.std.MaskedMerge(out, stgrain_b, adgmask_b)
stgrain_b = core.std.MaskedMerge(out, stgrain_b,
adgmask_a.std.Invert())
stgrain = core.std.MergeDiff(stgrain_b, out.std.MakeDiff(stgrain_a))
dygrain = sizedgrn(out,
0.3,
0.1,
1.25,
sharp=80,
static=False,
fade_edges=False,
protect_neutral=False,
seed=333)
dygrain = core.std.MaskedMerge(out, dygrain, adgmask_a)
grain = core.std.MergeDiff(dygrain, out.std.MakeDiff(stgrain))
out = grain
if int(NUM) != 12:
while out.num_frames < 34646:
out += out[-1]
return depth(out, 10).std.Limiter(16 << 2, [235 << 2, 240 << 2],
[0, 1, 2])
def main() -> Union[vs.VideoNode, Tuple[vs.VideoNode, ...]]:
"""Vapoursynth filtering"""
# Don't worry, this script is barely readable anymore even for me
import rekt
from awsmfunc import bbmod
from havsfunc import ContraSharpening
from lvsfunc.aa import upscaled_sraa
from lvsfunc.comparison import stack_compare
from lvsfunc.mask import BoundingBox
from lvsfunc.util import replace_ranges
from vardefunc import dcm
from vardefunc.deband import dumb3kdb
from vardefunc.mask import FreyChen
from vsutil import depth, get_y, insert_clip
src = JP_BD.clip_cut
b = core.std.BlankClip(src, length=1)
if opstart is not False:
src_NCOP = NCOP.clip_cut
op_scomp = stack_compare(
src[opstart:opstart + src_NCOP.num_frames - 1] + b,
src_NCOP[:-op_offset] + b,
make_diff=True) # noqa
if edstart is not False:
src_NCED = NCED.clip_cut
#ed_scomp = stack_compare(src[edstart:edstart+src_NCED.num_frames-1]+b, src_NCED[:-ed_offset]+b, make_diff=True) # noqa
# Masking credits
op_mask = dcm(
src, src[opstart:opstart+src_NCOP.num_frames], src_NCOP,
start_frame=opstart, thr=25, prefilter=True) if opstart is not False \
else get_y(core.std.BlankClip(src))
ed_mask = dcm(
src, src[edstart:edstart+src_NCED.num_frames], src_NCED,
start_frame=edstart, thr=25, prefilter=True) if edstart is not False \
else get_y(core.std.BlankClip(src))
credit_mask = core.std.Expr([op_mask, ed_mask], expr='x y +')
credit_mask = depth(credit_mask, 16).std.Binarize()
# Fixing an animation f**k-up
for f in op_replace:
src = insert_clip(src, src[f], f - 1)
# Edgefixing
ef = rekt.rektlvls(
src,
prot_val=[16, 235],
min=16,
max=235,
rownum=[0, src.height - 1],
rowval=[16, 16],
colnum=[0, src.width - 1],
colval=[16, 16],
)
bb_y = bbmod(ef,
left=1,
top=1,
right=1,
bottom=1,
thresh=32,
y=True,
u=False,
v=False)
bb_uv = bbmod(bb_y,
left=2,
top=2,
right=2,
bottom=2,
y=False,
u=True,
v=True)
bb32 = depth(bb_uv, 32)
# --- Very specific filtering that should probably be removed for future episodes entirely
# Fading for some... well, fades.
fade = flt.fader(bb32, start_frame=4437, end_frame=4452)
fade = flt.fader(fade, start_frame=18660, end_frame=18697)
# Different sport names
rkt_aa_ranges: Union[Union[int, None, Tuple[Optional[int], Optional[int]]],
List[Union[int, None,
Tuple[Optional[int],
Optional[int]]]], None] = [ # noqa
(8824, 8907), (9828, 9911),
(10995, 11078), (11904, 12010)
]
rkt_aa = rekt.rekt_fast(fade,
fun=lambda x: upscaled_sraa(x),
top=854,
left=422,
bottom=60,
right=422)
rkt_aa = replace_ranges(fade, rkt_aa, rkt_aa_ranges)
# QP GET!
rkt_aa2_ranges: Union[Union[int, None, Tuple[Optional[int],
Optional[int]]],
List[Union[int, None,
Tuple[Optional[int],
Optional[int]]]], None] = [ # noqa
(26333, 26333), (28291, 28344),
(30271, 30364)
]
rkt_aa2 = rekt.rekt_fast(rkt_aa,
fun=lambda x: upscaled_sraa(x),
top=714,
left=354,
bottom=224,
right=354)
rkt_aa2 = replace_ranges(fade, rkt_aa, rkt_aa2_ranges)
# Table stuff
rkt_aa3_ranges: Union[Union[int, None, Tuple[Optional[int],
Optional[int]]],
List[Union[int, None,
Tuple[Optional[int],
Optional[int]]]], None] = [ # noqa
(32797, 32952)
]
rkt_aa3 = rekt.rekt_fast(rkt_aa2,
fun=lambda x: upscaled_sraa(x),
top=488,
left=312,
bottom=390,
right=850)
rkt_aa3 = replace_ranges(fade, rkt_aa2, rkt_aa3_ranges)
rkt_aa = rkt_aa3
# Clipping error Nyatalante/Achilles
fixed_frame = source(
JP_BD.workdir.to_str() + r"/assets/01/FGCBD_01_8970_fixed.png", rkt_aa)
fix_error = replace_ranges(rkt_aa, fixed_frame, [(8968, 8970)])
sp_out32 = fix_error
sp_out16 = depth(sp_out32, 16)
# Rescaling
l_mask = FreyChen().get_mask(get_y(sp_out16)).morpho.Close(size=6)
l_mask = core.std.Binarize(l_mask, 24 << 8).std.Maximum().std.Maximum()
scaled, credit_mask = flt.rescaler(sp_out32,
height=720,
shader_file=shader)
scaled = core.std.MaskedMerge(sp_out16, scaled, l_mask)
scaled = core.std.MaskedMerge(scaled, sp_out16, credit_mask)
# Denoising
denoise = flt.multi_denoise(scaled, l_mask)
# Anti-aliasing
aa_clamped = flt.clamp_aa(denoise, strength=3.0)
aa_rfs = replace_ranges(denoise, aa_clamped, aa_ranges)
# Fix edges because they get f****d during the denoising and AA stages
box = BoundingBox((1, 1), (src.width - 2, src.height - 2))
fix_edges = core.std.MaskedMerge(scaled, aa_rfs, box.get_mask(scaled))
# Regular debanding, but then...
deband = flt.multi_debander(fix_edges, sp_out16)
# --- More very specific filtering that should almost definitely be removed for other episodes
boxes = [
BoundingBox((0, 880), (1920, 200)),
BoundingBox((1367, 0), (552, 1080)),
BoundingBox((1143, 0), (466, 83)),
BoundingBox((1233, 84), (237, 84)),
]
boxed_deband = flt.placebo_debander(fix_edges,
iterations=2,
threshold=8,
radius=14,
grain=4)
boxed_mask = core.std.BlankClip(
boxed_deband.std.ShufflePlanes(planes=0, colorfamily=vs.GRAY))
for bx in boxes: # Gonna be awfully slow but OH WELLLLLL
boxed_mask = core.std.Expr(
[boxed_mask, bx.get_mask(boxed_mask)], "x y max")
boxed_deband_merged = core.std.MaskedMerge(deband, boxed_deband,
boxed_mask)
boxed_deband_merged = replace_ranges(deband, boxed_deband_merged,
[(20554, 20625)])
stronger_deband = dumb3kdb(fix_edges, radius=18, threshold=[48, 32])
stronger_deband = replace_ranges(boxed_deband_merged, stronger_deband,
[(22547, 22912), (28615, 28846),
(33499, 33708), (37223, 37572),
(37636, 37791), (38047, 38102),
(38411, 38733)])
deband_csharp = ContraSharpening(stronger_deband, scaled, 17)
sp_out = deband_csharp
# Back to regular graining
grain = flt.grain(sp_out)
return grain
def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
# Variables
opstart, opend = 792, 2948
edstart, edend = 31648, 33807
full_zone = [(18461, 18508), (31588, 31647), (33988, src.num_frames - 1)
] # eyecatch, episode name and next episode
shabc_zone = [(edstart + 15, edstart + 1215),
(edstart + 1882, edstart + 2126)]
h = 720
w = get_w(h)
# Bicubic sharp parts don't have bad edges
edges_a = core.edgefixer.ContinuityFixer(src, *[[2, 1, 1]] * 4)
edges_b = awf.bbmod(src, left=6, thresh=32, blur=200)
edges = lvf.rfs(edges_a, edges_b, [(edstart + 1275, edstart + 1757)])
edges = lvf.rfs(edges, src, [(opstart, opend)] + full_zone)
out = depth(edges, 32)
# Denoise
ref = hvf.SMDegrain(depth(get_y(out), 16), thSAD=450)
denoise = hybrid_denoise(out, 0.35, 1.4, dict(a=2, d=1),
dict(ref=depth(ref, 32)))
out = denoise
# Descale
luma = get_y(out)
lineart = vdf.edge_detect(luma, 'FDOG', 0.055,
(1, 1)).std.Median().std.BoxBlur(0, 1, 1, 1, 1)
descale_a = core.descale.Despline36(luma, w,
h).std.SetFrameProp('descaleKernel',
data='spline36')
descale_b = core.descale.Debicubic(luma, w, h, 0, 1).std.SetFrameProp(
'descaleKernel', data='sharp_bicubic')
descale = lvf.rfs(descale_a, descale_b, shabc_zone)
# Chroma reconstruction
# y_m is the assumed mangled luma.
# Descale 1080p -> Bad conversion in 422 720p -> Regular 1080p 420
radius = 2
y, u, v = descale, plane(out, 1), plane(out, 2)
y_m = core.resize.Point(y, 640, 720,
src_left=-1).resize.Bicubic(960,
540,
filter_param_a=1 / 3,
filter_param_b=1 / 3)
# 0.25 for 444 and 0.25 for right shifting
y_m, u, v = [
c.resize.Bicubic(w,
h,
src_left=0.25 + 0.25,
filter_param_a=0,
filter_param_b=.5) for c in [y_m, u, v]
]
y_fixup = core.std.MakeDiff(y, y_m)
yu, yv = Regress(y_m, u, v, radius=radius, eps=1e-7)
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)
# -0.5 * 720/1080 = -1/3
# -1/3 for the right shift
# https://forum.doom9.org/showthread.php?p=1802716#post1802716
u_r, v_r = [
c.resize.Bicubic(960,
540,
src_left=-1 / 3,
filter_param_a=-.5,
filter_param_b=.25) for c in [u_r, v_r]
]
upscale = vdf.fsrcnnx_upscale(
descale,
height=h * 2,
shader_file=r'shaders\FSRCNNX_x2_56-16-4-1.glsl',
upscaler_smooth=eedi3_upscale,
profile='zastin')
antialias = sraa_eedi3(upscale,
3,
alpha=0.2,
beta=0.4,
gamma=40,
nrad=3,
mdis=20)
downscale = muvf.SSIM_downsample(antialias,
src.width,
src.height,
filter_param_a=0,
filter_param_b=0)
downscale = core.std.MaskedMerge(luma, downscale, lineart)
merged_a = join([downscale, u_r, v_r])
merged_b = vdf.merge_chroma(downscale, denoise)
merged = lvf.rfs(merged_a, merged_b, shabc_zone)
out = depth(merged, 16)
warp = xvs.WarpFixChromaBlend(out, 80, 2, depth=8)
out = warp
dering = gf.MaskedDHA(out,
rx=1.25,
ry=1.25,
darkstr=0.05,
brightstr=1.0,
maskpull=48,
maskpush=140)
out = dering
qtgmc = hvf.QTGMC(out, Preset="Slower", InputType=1, ProgSADMask=2.0)
qtgmc = vdf.fade_filter(out, out, qtgmc, edstart + 1522,
edstart + 1522 + 24)
qtgmc = lvf.rfs(out, qtgmc, [(edstart + 1522 + 25, edstart + 1757)])
out = qtgmc
out = lvf.rfs(out, depth(denoise, 16), [(opstart, opend)])
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.BoxBlur(0, 1, 1, 1, 1)
detail_mask = core.std.Expr([get_y(out), detail_mask_grow, detail_mask],
f'x {32<<8} < y z ?')
deband = dumb3kdb(out, 22, 30)
import rekt as rkt
import debandshit as dbs
deband_b = rkt.rekt_fast(
out,
lambda c: dbs.f3kbilateral(c, 22, 120, 120).grain.Add(0.2, 0.15),
left=376,
right=1062,
bottom=500)
deband_c = dumb3kdb(out, 24, 48)
deband = lvf.rfs(deband, deband_b, [(7312, 7388)])
deband = lvf.rfs(deband, deband_c, [(29089, 29100)])
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(edges, 16)
credit = out
rescale_mask = vdf.diff_rescale_mask(ref, h, b=0, c=1, mthr=40, 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).std.BoxBlur(0, 1, 1, 1, 1)
credit = lvf.rfs(credit, ref, full_zone)
credit = lvf.rfs(credit, core.std.MaskedMerge(credit, ref, rescale_mask),
[(edstart, edend)])
out = credit
return depth(out, 10).std.Limiter(16 << 2, [235 << 2, 240 << 2])
def do_filter():
"""Vapoursynth filtering"""
# Source and dithering
src = JPBD.src_cut
src = depth(src, 16)
out = src
# Variables
opstart, opend = 17310, 19468
edstart, edend = 31889, 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]
# 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
# Very bad halo
dehalo = rkt.rekt_fast(out,
lambda x: gf.MaskedDHA(x,
rx=4.5,
ry=4.5,
darkstr=0.05,
brightstr=1.0,
maskpull=48,
maskpush=140),
left=620,
right=440,
top=200,
bottom=176)
mask_halo = get_y(out.std.MakeDiff(dehalo,
0)).rgvs.RemoveGrain(2).std.Median()
mask_halo = core.hist.Luma(mask_halo).std.Binarize(
33000).std.Maximum().std.Inflate()
mask_halo = vdf.region_mask(mask_halo,
left=630,
right=440,
top=200,
bottom=176)
blur_dehalo = core.std.BoxBlur(dehalo, hradius=1, vradius=1)
dehalo = core.std.MaskedMerge(dehalo, blur_dehalo, mask_halo)
out = lvf.rfs(out, dehalo, [(15936, 15973)])
# 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
# Ending part
ref = degrain
pfed = ref.std.Median().std.Convolution([1] * 9, planes=0)
diff_ed = core.std.MakeDiff(ref, pfed)
deband_ed = core.f3kdb.Deband(pfed,
22,
30,
30,
30,
32,
32,
2,
keep_tv_range=True,
output_depth=16)
deband_ed = core.std.MergeDiff(deband_ed, diff_ed)
out = lvf.rfs(out, deband_ed, [(edstart, edend)])
# Regraining
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),
(3917, 4024)])
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, 32)
src += src[-1]
h = 720
w = get_w(h)
b, c = vdf.get_bicubic_params('robidoux')
full_stuff = [(313, 1993), (15602, 15757), (19240, 19295)]
denoise = hybrid_denoise(src, 0.5, 2)
denoise_b = hybrid_denoise(src, 0.6, 7.5, bm3d_args=dict(profile1='high'))
deband = lvf.rfs(denoise, denoise_b, [(4002, 4061)])
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, _aa_extra(depth(denoise, 16)), [(2794, 2949)])
out = antialias
# Slight sharp though CAS
sharp = hvf.LSFmod(out,
strength=75,
Smode=3,
Lmode=1,
edgemode=1,
edgemaskHQ=True)
out = sharp
dering = gf.HQDeringmod(out, thr=16, darkthr=0.1)
out = dering
warp = xvs.WarpFixChromaBlend(out, thresh=48, depth=8)
out = warp
preden = core.knlm.KNLMeansCL(out,
d=0,
a=3,
h=0.6,
device_type='GPU',
channels='Y')
deband_mask = lvf.denoise.detail_mask(preden, brz_a=2000, brz_b=800, rad=4)
deband = dbs.f3kpf(out, 17, 42, 42)
deband = core.std.MaskedMerge(deband, out, deband_mask)
deband_b = rkt.rekt_fast(
deband, lambda x: core.neo_f3kdb.Deband(
x, 8, 96, 96, 96, sample_mode=1, keep_tv_range=True), 1112, 264,
184, 0)
deband = lvf.rfs(deband, deband_b, [(4002, 4061)])
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)
grain_b = adptvgrnMod(grain,
0.6,
size=1.85,
static=False,
luma_scaling=4,
grain_chroma=False)
grain = lvf.rfs(grain, grain_b, [(204, 2049)])
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,
core.std.MaskedMerge(credit, ref,
vdf.region_mask(rescale_mask, 1450, 0, 947, 0)),
[(33860, 33925)])
credit = lvf.rfs(credit, src, [(0, 203), (2049, 2229), (31768, 33839)])
out = credit
smooth = gf.JohnFPS(out[31888:33840], 60000, 1001)
clips = [out[:31888], smooth, out[33840:]]
vfr = muvf.VFRSplice(clips, 'symphogearg_01_timecode.txt')
cfr = core.std.AssumeFPS(vfr, src)
out = cfr
return depth(out, 10)
ed = awf.ReplaceFrames(ed, nnedi, "2014 2020 2026")
if i in [2, 5, 10]:
ed = awf.ReplaceFrames(ed, nnedi, "2017")
if i in [6]:
ed = awf.ReplaceFrames(ed, nnedi, "2018 2024 2051")
if i in [2, 11]:
ed = awf.ReplaceFrames(ed, nnedi, "2019 2033 2036")
if i in [6, 10]:
ed = awf.ReplaceFrames(ed, nnedi, "2030")
if i in [11]:
ed = awf.ReplaceFrames(ed, nnedi, "2043 2047 2050")
ed = ed.std.Crop(top=56, bottom=60)
ededge = rekt.rekt_fast(yes,
fun=lambda m: ed.std.Crop(left=4, right=4),
left=4,
right=4)
diff = vdf.mask.Difference().creditless(src_clip=ededge + ededge[0],
credit_clip=ededge,
nc_clip=nced,
start_frame=0,
thr=70,
prefilter=True,
expand=5)
diffedge = vdf.mask.Difference().creditless(src_clip=ededge + ededge[0],
credit_clip=ededge,
nc_clip=nced,
start_frame=0,
thr=20,
prefilter=True,
def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
ep10 = JPBD_10.src_cut
h = 720
w = get_w(h)
b, c = vdf.get_bicubic_params('robidoux')
opstart, opend = 744, 3140
opstart_ep10, opend_ep10 = 768, 3164
full_stuff = [(3145, 3269), (18289, 18444), (29158, 33410)]
border = rkt.rekt_fast(src,
lambda x: core.fb.FillBorders(x, 0, 0, 0, 2),
right=1212)
fixstudioshit = lvf.rfs(src, border, [31759])
border = rkt.rekt_fast(src,
lambda x: core.fb.FillBorders(x, 0, 0, 0, 6),
right=1212)
fixstudioshit = lvf.rfs(fixstudioshit, border, [31760])
border = rkt.rekt_fast(src,
lambda x: core.fb.FillBorders(x, 0, 0, 0, 6),
right=1274)
fixstudioshit = lvf.rfs(fixstudioshit, border, [(31761, 31762)])
border = rkt.rekt_fast(src,
lambda x: core.fb.FillBorders(x, 0, 0, 0, 6),
right=1300)
fixstudioshit = lvf.rfs(fixstudioshit, border, [31763])
border = rkt.rekt_fast(src,
lambda x: core.fb.FillBorders(x, 0, 0, 0, 6),
right=1322)
fixstudioshit = lvf.rfs(fixstudioshit, border, [31764])
border = rkt.rekt_fast(src,
lambda x: core.fb.FillBorders(x, 0, 0, 0, 6),
right=1342)
fixstudioshit = lvf.rfs(fixstudioshit, border, [31765])
border = rkt.rekt_fast(src,
lambda x: core.fb.FillBorders(x, 0, 0, 0, 6),
right=1356)
fixstudioshit = lvf.rfs(fixstudioshit, border, [31766])
border = rkt.rekt_fast(src,
lambda x: core.fb.FillBorders(x, 0, 0, 0, 6),
right=1368)
fixstudioshit = lvf.rfs(fixstudioshit, border, [31767])
border = rkt.rekt_fast(src,
lambda x: core.fb.FillBorders(x, 0, 0, 0, 6),
right=1376)
fixstudioshit = lvf.rfs(fixstudioshit, border, [31768])
border = rkt.rekt_fast(src,
lambda x: core.fb.FillBorders(x, 0, 0, 0, 6),
right=1382)
fixstudioshit = lvf.rfs(fixstudioshit, border, [(31769, 31793)])
src = fixstudioshit
# Fix compositing error in the OP
op_src, op_10 = src[opstart:opend + 1], ep10[opstart_ep10:opend_ep10 + 1]
fix = lvf.rfs(op_src, op_10, [(0, 79), (1035, 1037)])
fix_src = insert_clip(src, fix, opstart)
src = depth(fix_src, 32)
denoise = hybrid_denoise(src, 0.5, 2)
out = denoise
luma = get_y(out)
line_mask = vdf.edge_detect(luma, 'FDOG', 0.05, (1, 1))
descale = core.descale.Debicubic(luma, w, h, b, c)
upscale = vdf.fsrcnnx_upscale(descale, None, descale.height * 2,
'_shaders/FSRCNNX_x2_56-16-4-1.glsl',
core.resize.Point)
antialias = single_rate_antialiasing(upscale,
13,
alpha=0.3,
beta=0.45,
gamma=320,
mdis=18)
scaled = muvf.SSIM_downsample(antialias,
src.width,
src.height,
kernel='Bicubic')
rescale = core.std.MaskedMerge(luma, scaled, line_mask)
merged = vdf.merge_chroma(rescale, out)
out = depth(merged, 16)
antialias = lvf.rfs(
out,
lvf.sraa(out,
1.65,
9,
alpha=0.3,
beta=0.45,
gamma=240,
nrad=3,
mdis=25), [(opstart + 840, opstart + 881)])
out = antialias
# Slight sharp though CAS
sharp = hvf.LSFmod(out,
strength=75,
Smode=3,
Lmode=1,
edgemode=1,
edgemaskHQ=True)
out = sharp
dering = gf.HQDeringmod(out, thr=16, darkthr=0.1)
out = dering
warp = xvs.WarpFixChromaBlend(out, thresh=48, depth=8)
out = warp
preden = core.knlm.KNLMeansCL(out,
d=0,
a=3,
h=0.6,
device_type='GPU',
channels='Y')
deband_mask = lvf.denoise.detail_mask(preden, brz_a=2000, brz_b=800, rad=4)
deband = dbs.f3kpf(out, 17, 42, 42)
deband_b = placebo.deband(out, 22, 6, 2)
deband = lvf.rfs(deband, deband_b, [(opstart + 1515, opstart + 1603)])
deband_c = placebo.deband(out, 17, 6, 3)
deband = lvf.rfs(deband, deband_c, [(12529, 12615)])
deband_d = placebo.deband(out, 10, 3, 1)
deband = lvf.rfs(deband, deband_d, [(21077, 21304), (22141, 22278),
(22861, 22944), (29354, 29425),
(33555, 33614)])
deband = core.std.MaskedMerge(deband, out, deband_mask)
out = deband
adg_mask = core.adg.Mask(out.std.PlaneStats(),
20).std.Expr(f'x x {128<<8} - 0.25 * +')
grain = core.grain.Add(out, 0.2, constant=True)
grain = core.std.MaskedMerge(out, grain, adg_mask, 0)
out = grain
rescale_mask = vdf.drm(luma, b=b, c=c, sw=4, sh=4)
ref, rescale_mask, src, src_ncop = [
depth(x, 16) for x in [denoise, rescale_mask, src, JPBD_NCOP.src_cut]
]
credit = lvf.rfs(out, core.std.MaskedMerge(out, ref, rescale_mask),
full_stuff)
out = credit
src_c, src_ncop = [
c.knlm.KNLMeansCL(a=7, h=35, d=0, device_type='gpu')
for c in [src, src_ncop]
]
opening_mask = vdf.dcm(out, src_c[opstart:opend + 1],
src_ncop[:opend - opstart + 1], opstart, opend, 4,
4).std.Inflate()
credit = lvf.rfs(out, core.std.MaskedMerge(out, ref, opening_mask),
[(opstart, opend)])
out = credit
return depth(out, 10)