def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
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 = depth(denoise, 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, [(414, 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
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 = 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"""
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 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)
bdweb = lvf.rfs(bdweb, src_web_y, [(64, 1413), (32034, 33195),
(33465, 33881), (34174, 34524)])
out = vdf.misc.merge_chroma(bdweb, src)
# ranges_frames = [
# (64, 131), (215, 292), (339, 410), (444, 515), (566, 657),
# (695, 786), (903, 971), (977, 1045), (1058, 1153), (1278, 1335),
# (1355, 1413)
# ]
# cm = partial(vdf.mask.region_mask, clip=out.std.BlankClip(format=vs.GRAY16, color=65535))
# credit_mask = [
# cm()
# ]
# Restore BD changes
dering_src = hvf.EdgeCleaner(src, 20, hot=True)
diff_mask = Mask.diff_mask((src, src_cru), brz=4750.0)
bdchanges = out
bdchanges = lvf.rfs(bdchanges, dering_src, [(882, 902), (5596, 5701),
(9909, 10064),
(11804, 11864)])
bdchanges = lvf.rfs(bdchanges,
core.std.MaskedMerge(out, dering_src, diff_mask),
[(2534, 2682), (2840, 2887), (3188, 3271),
(3818, 3859), (3986, 4087), (4499, 4618),
(5009, 5088), (14736, 14801), (15744, 15872),
(17106, 17135), (17913, 18143), (24247, 24438),
(33196, 33329), (34021, 34173)])
# 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
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_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_d, [(3920, 3985)])
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(self) -> vs.VideoNode:
"""Vapoursynth filtering"""
src = JPBD.clip_cut
src = depth(src, 16)
ring_mask = Mask.ringing_mask(get_y(src))
dering_src = hvf.EdgeCleaner(src, 20, hot=True)
out = dering_src
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
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)
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 = 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 < 2160:
out += out[-1]
return depth(out, 10).std.Limiter(16 << 2, [235 << 2, 240 << 2],
[0, 1, 2])
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)
bdweb = lvf.rfs(bdweb, src_web_y, [(793, 1503), (1696, 2301), (32121, 34164), (34472, 34523)])
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, [(9419, 9512), (17731, 17865)])
bdchanges = lvf.rfs(bdchanges, dering_src, [(14977, 15078), (15382, 15540), (23311, 23346)])
# 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
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_x = vdf.placebo.deband(out, 28, 4, iterations=3, grain=0)
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_x, [(6688, 6714)])
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 do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
# Variables
opstart, opend = 2111, 4268
edstart, edend = 31650, 33809
full_zone = [(18727, 18774), (31590, 31649), (33990, 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
# denoise = out
# 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)
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 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 do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
# src += src[-1]
src = depth(src, 16)
out = src
opstart, opend = 480, 2637
edstart, edend = 32249, 34405
# Remove the noise
ref = hvf.SMDegrain(out, tr=1, thSAD=300, plane=4)
denoise = mvf.BM3D(out, sigma=[2, 1], radius1=1, ref=ref)
out = denoise
# Limited antialiasing
y = get_y(out)
lineart = core.std.Sobel(y).std.Binarize(75<<8).std.Maximum().std.Inflate()
aa = lvf.sraa(y, 2, 13, downscaler=partial(core.resize.Bicubic, filter_param_a=-0.5, filter_param_b=0.25))
sharp = hvf.LSFmod(aa, strength=70, Smode=3, edgemode=0, source=y)
y = core.std.MaskedMerge(y, sharp, lineart)
out = vdf.merge_chroma(y, out)
# Deband masks
planes = split(out)
preden = core.dfttest.DFTTest(out, sigma=14.0, sigma2=10.0, sbsize=1, sosize=0).rgvs.RemoveGrain(3)
grad_mask, yrangebig = morpho_mask(preden)
rgb = core.resize.Bicubic(preden, 960, 540, format=vs.RGB48).std.SetFrameProp('_Matrix', delete=True)
chroma_masks = [core.std.Prewitt(p).std.Binarize(5500).rgvs.RemoveGrain(11) for p in split(rgb) + split(preden)[1:]]
chroma_mask = core.std.Expr(chroma_masks, 'x y + z + a + b +').std.Maximum()
chroma_mask = core.std.Merge(chroma_mask, chroma_mask.std.Minimum()).std.BoxBlur(0, 1, 1, 1, 1)
fdogmask = vdf.edge_detect(preden.std.Median(), 'FDOG', 8250, (4, 1)).std.BoxBlur(0, 2, 1, 2, 1)
detail_mask = lvf.denoise.detail_mask(planes[0].std.BoxBlur(0, 1, 1, 1, 1), brz_a=3300, brz_b=2000)
# Debanding stages
debands = [None] * 3
deband_y_strong = dbs.f3kbilateral(planes[0], 16, 65)
deband_y_normal = dumb3kdb(planes[0], 16, 36)
deband_y_light = core.std.MaskedMerge(dumb3kdb(planes[0], 14, 32), planes[0], detail_mask)
debands[1] = dbs.f3kbilateral(planes[1], 12, 50)
debands[2] = dbs.f3kbilateral(planes[2], 12, 50)
debands[0] = core.std.MaskedMerge(deband_y_strong, deband_y_normal, grad_mask)
debands[0] = core.std.MaskedMerge(debands[0], deband_y_light, yrangebig)
debands[1], debands[2] = [core.std.MaskedMerge(debands[i], planes[i], chroma_mask) for i in range(1, 3)]
deband = join(debands)
deband = lvf.rfs(deband, core.std.MaskedMerge(dbs.f3kbilateral(out, 20, 97), out, fdogmask), [(opstart+2019, opstart+2036), (opstart+1504, opstart+1574)])
out = deband
# Regraining
ref = get_y(out).std.PlaneStats()
adgmask_a = core.adg.Mask(ref, 25)
adgmask_b = core.adg.Mask(ref, 10)
stgrain_a = core.grain.Add(out, 0.1, 0, seed=333)
stgrain_a = core.std.MaskedMerge(out, stgrain_a, adgmask_b.std.Invert())
stgrain_b = sizedgrn(out, 0.2, 0.1, 1.15, sharp=80, seed=333)
stgrain_b = core.std.MaskedMerge(out, stgrain_b, adgmask_b)
stgrain_b = core.std.MaskedMerge(out, stgrain_b, adgmask_a.std.Invert())
stgrain = core.std.MergeDiff(stgrain_b, out.std.MakeDiff(stgrain_a))
dygrain = sizedgrn(out, 0.3, 0.1, 1.25, sharp=80, static=False, seed=333)
dygrain = core.std.MaskedMerge(out, dygrain, adgmask_a)
grain = core.std.MergeDiff(dygrain, out.std.MakeDiff(stgrain))
out = grain
# Credits OP and ED
ref = src
src_ncop, src_nced = [depth(c, 16) for c in [JPBD_NCOP.src_cut, JPBD_NCED.src_cut]]
src_c, src_ncop, src_nced = [c.std.BoxBlur(0, 2, 1, 2, 1) for c in [src, src_ncop, src_nced]]
opening_mask = vdf.dcm(out, src_c[opstart:opend+1], src_ncop[:opend-opstart+1], opstart, opend, 2, 2)
ending_mask = vdf.dcm(out, src_c[edstart:edend+1], src_nced[:edend-edstart+1], edstart, edend, 2, 2)
credit_mask = core.std.Expr([opening_mask, ending_mask], 'x y +').std.Inflate()
credit = lvf.rfs(out, core.std.MaskedMerge(out, ref, credit_mask), [(opstart, opend), (edstart, edend)])
out = credit
# Fix letterboxes ending
crop = core.std.Crop(out, 0, 0, 132, 132).edgefixer.ContinuityFixer(0, 1, 0, 0)
crop = core.std.AddBorders(crop, 0, 0, 132, 132)
out = lvf.rfs(out, crop, [(edstart, edend)])
return depth(out, 10).std.Limiter(16<<2, [235<<2, 240<<2], [0, 1, 2])
def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
src = depth(src, 16)
out = src
# Remove the noise
ref = hvf.SMDegrain(out, tr=1, thSAD=300, plane=4)
denoise = mvf.BM3D(out, sigma=[2, 1], radius1=1, ref=ref)
out = denoise
# Limited antialiasing
y = get_y(out)
lineart = core.std.Sobel(y).std.Binarize(
75 << 8).std.Maximum().std.Inflate()
aa = lvf.sraa(y,
2,
13,
downscaler=partial(core.resize.Bicubic,
filter_param_a=-0.5,
filter_param_b=0.25))
sharp = hvf.LSFmod(aa, strength=70, Smode=3, edgemode=0, source=y)
y = core.std.MaskedMerge(y, sharp, lineart)
out = vdf.merge_chroma(y, out)
# Deband masks
planes = split(out)
preden = core.dfttest.DFTTest(out,
sigma=14.0,
sigma2=10.0,
sbsize=1,
sosize=0,
planes=[0, 1, 2]).rgvs.RemoveGrain(3)
grad_mask, yrangebig = morpho_mask(preden)
rgb = core.resize.Bicubic(preden, 960, 540,
format=vs.RGB48).std.SetFrameProp('_Matrix',
delete=True)
chroma_masks = [
core.std.Prewitt(p).std.Binarize(5500).rgvs.RemoveGrain(11)
for p in split(rgb) + split(preden)[1:]
]
chroma_mask = core.std.Expr(chroma_masks,
'x y + z + a + b +').std.Maximum()
chroma_mask = core.std.Merge(chroma_mask,
chroma_mask.std.Minimum()).std.BoxBlur(
0, 1, 1, 1, 1)
detail_mask = lvf.denoise.detail_mask(planes[0].std.BoxBlur(0, 1, 1, 1, 1),
brz_a=3300,
brz_b=2000)
# Debanding stages
debands = [None] * 3
deband_y_strong = dbs.f3kbilateral(planes[0], 16, 65)
deband_y_normal = dumb3kdb(planes[0], 16, 41)
deband_y_light = core.std.MaskedMerge(dumb3kdb(planes[0], 14, 32),
planes[0], detail_mask)
debands[1] = dbs.f3kbilateral(planes[1], 12, 50)
debands[2] = dbs.f3kbilateral(planes[2], 12, 50)
debands[0] = core.std.MaskedMerge(deband_y_strong, deband_y_normal,
grad_mask)
debands[0] = core.std.MaskedMerge(debands[0], deband_y_light, yrangebig)
debands[1], debands[2] = [
core.std.MaskedMerge(debands[i], planes[i], chroma_mask)
for i in range(1, 3)
]
deband = join(debands)
out = deband
# Regraining
ref = get_y(out).std.PlaneStats()
adgmask_a = core.adg.Mask(ref, 25)
adgmask_b = core.adg.Mask(ref, 10)
stgrain_a = core.grain.Add(out, 0.1, 0, seed=333)
stgrain_a = core.std.MaskedMerge(out, stgrain_a, adgmask_b.std.Invert())
stgrain_b = sizedgrn(out, 0.2, 0.1, 1.15, sharp=80, seed=333)
stgrain_b = core.std.MaskedMerge(out, stgrain_b, adgmask_b)
stgrain_b = core.std.MaskedMerge(out, stgrain_b, adgmask_a.std.Invert())
stgrain = core.std.MergeDiff(stgrain_b, out.std.MakeDiff(stgrain_a))
dygrain = sizedgrn(out, 0.3, 0.1, 1.25, sharp=80, static=False, seed=333)
dygrain = core.std.MaskedMerge(out, dygrain, adgmask_a)
grain = core.std.MergeDiff(dygrain, out.std.MakeDiff(stgrain))
out = grain
return depth(out, 10).std.Limiter(16 << 2, [235 << 2, 240 << 2], [0, 1, 2])
def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
# Variables
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)
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
return depth(out, 10).std.Limiter(16 << 2, [235 << 2, 240 << 2])
def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
out = depth(src, 32)
# Variables
h = 900
w = get_w(h)
ref = hvf.SMDegrain(depth(out, 16), thSAD=250)
denoise = mvf.BM3D(out, [1, 0.75], radius2=1, ref=depth(ref, 32))
out = denoise
y = get_y(out)
lineart = vdf.edge_detect(y, 'FDOG', 0.085, (1, 2)).std.Median().std.Convolution([*[1]*9])
descale = core.descale.Despline36(y, w, h)
upscale = eedi3_upscale(descale)
antialias = sraa_eedi3(upscale, 9)
downscale = muvf.SSIM_downsample(antialias, src.width, src.height, filter_param_a=-0.5, filter_param_b=0.25)
downscale = core.std.MaskedMerge(y, downscale, lineart)
merged = vdf.merge_chroma(downscale, out)
out = depth(merged, 16)
sharp = hvf.LSFmod(out, strength=40, Smode=3, Lmode=1, edgemode=1, edgemaskHQ=True)
out = sharp
detail_light_mask = lvf.denoise.detail_mask(out, brz_a=2500, brz_b=1200)
deband = dumb3kdb(out, 17, 36)
deband_b = dumb3kdb(out, 24, 64)
deband = lvf.rfs(deband, deband_b, [(25600, 25691), (30867, 30938)])
deband = core.std.MaskedMerge(deband, out, detail_light_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, 0.125, 0.075, 1.15, sharp=80)
stgrain = core.std.MaskedMerge(out, stgrain, adgmask_b)
stgrain = core.std.MaskedMerge(out, stgrain, adgmask_a.std.Invert())
dygrain = sizedgrn(out, 0.3, 0.15, 1.2, 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, h, 'spline36', mthr=50, sw=4, sh=4)
credit = out
credit = lvf.rfs(credit, core.std.MaskedMerge(credit, ref, rescale_mask, 0),
[(3032, 4101), (4290, 5284), (35677, 37282)])
credit = lvf.rfs(credit, ref, [(17688, 17783), (37695, src.num_frames-1)])
out = credit
return depth(out, 10).std.Limiter(16<<2, [235<<2, 240<<2])
def do_filter():
"""Vapoursynth filtering"""
src = JPBD.src_cut
src = src.std.SetFrameProp('_Matrix', intval=1)
# Variables
edstart, edend = 165528, src.num_frames-1
h = 844
w = get_w(h)
edges_a = core.edgefixer.ContinuityFixer(src, *[[1, 0, 0]]*4)
edges_b = core.edgefixer.ContinuityFixer(src, [0, 0, 0], [1, 0, 0], [0, 0, 0], [1, 0, 0])
edges = lvf.rfs(edges_a, edges_b, [(8900, 9001)])
out = depth(edges, 32)
ref = hvf.SMDegrain(depth(get_y(out), 16), thSAD=300)
denoise = hybrid_denoise(out, 0.25, 1.05, dict(a=2, d=1), dict(ref=depth(ref, 32)))
out = denoise
y = get_y(out)
lineart = vdf.edge_detect(y, 'FDOG', 0.065, (1, 1)).std.Median().std.BoxBlur(0, 1, 1, 1, 1)
descale_clips = [core.resize.Bicubic(y, w, h, filter_param_a=1/3, filter_param_b=1/3),
core.descale.Debicubic(y, w, h, 0, 1/2),
core.descale.Debicubic(y, w, h, 1/3, 1/3)]
descale = core.std.Expr(descale_clips, 'x y z min max y z max min z min')
descale_bcsharp = core.descale.Debicubic(y, get_w(842), 842, 0, 1)
descale_bcsharp = gf.MaskedDHA(depth(descale_bcsharp, 16), rx=1.4, ry=1.4, darkstr=0.05, brightstr=1.0, maskpull=48, maskpush=140)
upsc_args = dict(shader_file='shaders/FSRCNNX_x2_56-16-4-1.glsl', upscaler_smooth=eedi3_upscale, profile='zastin',
sharpener=partial(gf.DetailSharpen, sstr=1.65, power=4, mode=0, med=True))
upscale = vdf.fsrcnnx_upscale(descale, height=h*2, **upsc_args)
antialias = sraa_eedi3(upscale, 3, alpha=0.2, beta=0.4, gamma=100, mdis=20, nrad=3)
downscale_a = muvf.SSIM_downsample(antialias, src.width, src.height, kernel='Bicubic', filter_param_a=0, filter_param_b=0)
upscale = eedi3_upscale(descale_bcsharp)
antialias = sraa_eedi3(depth(upscale, 32), 3, alpha=0.2, beta=0.4, gamma=100, mdis=20, nrad=3)
downscale_b = muvf.SSIM_downsample(antialias, src.width, src.height, kernel='Bicubic', filter_param_a=0, filter_param_b=0)
downscale = lvf.rfs(downscale_a, downscale_b, [(52931, 53004), (53459, 53696), (54218, 54441),
(55137, 55254), (55420, 55570)])
scaled = core.std.MaskedMerge(y, downscale, lineart)
merged = vdf.merge_chroma(scaled, out)
out = depth(merged, 16)
crop = core.std.Crop(out, left=4, right=2)
fb = core.fb.FillBorders(crop, 1, 1, 0, 0, mode="fillmargins")
resize = core.resize.Bicubic(fb, 1920)
out = lvf.rfs(out, resize, [(8900, 9001)])
detail_light_mask = lvf.denoise.detail_mask(out, brz_a=2500, brz_b=1200)
deband = dumb3kdb(out, 16, 42)
deband = core.std.MaskedMerge(deband, out, detail_light_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, static=True)
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)
src_c, src_nced = [c.std.BoxBlur(0, 1, 1, 1, 1) for c in [src, JPBD_NCED.src_cut]]
creditless_mask = vdf.dcm(ref, src_c[edstart:edend+1], src_nced[:edend-edstart+1], edstart, edend, 3, 3).std.Deflate()
rescale_mask = vdf.drm(ref, h, b=1/3, c=1/3, mthr=30)
rescale_mask = vdf.region_mask(rescale_mask, 20, 20, 20, 20).std.Binarize(6000).std.Maximum().std.Maximum().std.Inflate()
credit = out
credit = lvf.rfs(credit, ref, [(0, 672)])
credit = lvf.rfs(credit, core.std.MaskedMerge(credit, ref, creditless_mask, 0), [(edstart, edend)])
credit = lvf.rfs(credit, core.std.MaskedMerge(credit, ref, rescale_mask[5602], 0), [(5561, 5752)])
out = credit
return depth(out, 10).std.Limiter(16<<2, [235<<2, 240<<2])
