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trending on artstation | 110
HDR | 110
vray | 104
CGI | 97
DSLR | 71
hyperrealistic | 66
unreal engine | 47
VFX | 45
light transport sharpening | 40
transparent | 31
translucent | 31
Ambient occlusion | 29
light caustics | 25
very high detail | 24
Rendered in Super sharp Engine | 24
Phong | 24
volumetrics | 23
Perlin | 23
black and white | 22
black | 21
panoram | 21
pencil | 20
white | 20
light transport sharpening engine | 19
HDR illumination | 19
light caustics Engine | 19
super sharp engine | 19
charcoal | 19
3d | 18
artstation | 18
rendered in crystal light engine | 17
matte | 17
rendered in hyperrealistic engine | 15
meta fractal engine | 15
Detailed Engine | 15
contest winner | 15
low pass filter | 15
fractal | 15
volumetric lighting | 15
normal mapping | 15
bokeh | 15
bump mapping | 15
handpainted artstation | 14
PBR | 14
lens flares | 14
raymarching | 14
parallax | 14
light bloom | 14
distortion | 14
chroma keying | 14
Trending on Reddit | 13
LSD | 13
Trending on Pixiv | 13
detailed | 13
Rendered in Unreal Engine | 12
Unreal | 12
denoise filter | 11
closeup | 11
Trending on DeviantArt | 11
text | 11
formulas | 11
Voronoi | 10
opalescent | 10
bandpass filter | 10
CDM filter | 10
realistic | 10
concept art | 9
Blinn | 8
ferrofluid filter | 8
fog | 8
caustics | 7
Fresnel | 7
unreal engine render | 7
reflections | 6
high frequency range | 6
high dynamic range | 6
hyperrealistic rendering | 6
subsurface scattering | 5
handpainted | 5
stylize | 5
artstation contest winner | 5
high contrast | 4
HDR lighting | 4
superrealistic | 4
in fine detail | 4
rendered in charcoal | 4
translucent renderer | 4
transparent renderer | 4
chromatic aberration | 4
Trending on Realistic Photographers | 4
trending on the artstation | 4
deception paradigm | 4
axiom destroyer engine | 4
god rays | 4
stunning | 4
shader | 4
Rendered in Detailed Engine | 4
real engine | 3
transparency engine | 3
translucency renderer | 3
magical | 3
grim future colors | 3
magical grey seal | 3
stylized | 3
stars | 3
volumetric light | 3
big mushroom | 3
perception and cognition | 3
dichroic crystal glass | 3
neon HDR glow | 3
false reality engine | 3
hyperdimensional | 3
sci-fi | 3
handdrawn | 2
material study | 2
dark | 2
2d art | 2
shimmer | 2
calm | 2
dreamscape | 2
ferrofluid engine | 2
Trending on Pinterest | 2
diatom filter | 2
dry mud filter | 2
ocean waves | 2
sunny day | 2
nebula | 2
transformation and planning | 2
matte painting | 2
Rendered in light caustics Engine | 2
nonexistent ergo filter | 2
big city | 2
tulip | 2
volumetric | 2
render | 2
dichroic | 2
cosmic love engine | 2
hyper-realistic | 2
macro | 2
transparency | 2
translucency | 2
quartz | 2
sapphire | 2
ruby | 2
pleochroism | 2
dichroism | 2
bone shader | 2
vessels | 2
and veins | 2
high detail | 2
HD | 2
electrodynamics | 2
Super sharp | 2
pretty colors | 2
world | 2
Alex Gray | 2
epic | 2
luminosity | 2
sea | 2
northern lights | 2
Yoshitoshi Abe photo | 2
painting | 2
fungi hyphae filter | 2
tulip filter | 2
mirabilis filter | 2
wire together | 2
RTX | 2
Details | 2
Art Station | 2
Awesome | 2
Popular | 2
stylize gun | 1
handpaint style | 1
trypophobia filter | 1
china | 1
gloss | 1
volumetric fog | 1
cubism | 1
hyphae engine | 1
blue sky | 1
ship with white sails | 1
cogs | 1
brass | 1
metal | 1
gradient | 1
slow colors | 1
steampunk | 1
hyphae filter | 1
roots filter | 1
Halo 4 engine | 1
spaceship | 1
green planet | 1
quantum mechanics | 1
atoms | 1
particles | 1
electrons | 1
spins | 1
protons | 1
neutrons | 1
quarks | 1
standard model | 1
antimatter | 1
leptons | 1
gauge bosons | 1
uncertainty principle | 1
quantum superposition | 1
wave-particle duality | 1
quantum fluctuation | 1
indeterminacy | 1
weak nuclear force interaction | 1
strong nuclear force interaction | 1
gravitational interaction | 1
black hole | 1
textured | 1
silhouette | 1
fantasy | 1
warrior sword | 1
textured metal blade | 1
flat ESP-32 microcontroller board with wi-fi | 1
neon glow | 1
surreal | 1
delirium | 1
axons | 1
dendrites | 1
synapses | 1
seagulls circling over the ship | 1
sunset | 1
bloom | 1
F0 | 1
a space odyssey | 1
cycles | 1
rifle | 1
real time model | 1
landscape | 1
bad-trip | 1
face | 1
fear | 1
cycle | 1
topographic torus | 1
photomanipulation | 1
stunning photo | 1
holographic | 1
realistic sculpture | 1
neural processing | 1
three layers | 1
studio ghibli style | 1
at dusk | 1
winter | 1
LSD fun jungle engine | 1
magical cosmic love engine | 1
summer | 1
sky | 1
chinese lanterns | 1
electromagnetic force interaction | 1
fusion | 1
fission | 1
chromodynamics | 1
superfluid | 1
superconductivity | 1
m-theory | 1
spacetime | 1
matter and energy | 1
radiation | 1
computational equivalence principle | 1
planck length | 1
universal gravitational constant | 1
geometry | 1
entropy | 1
high-rise buildings | 1
overgown forest | 1
Ghibli | 1
sharp | 1
render unreal engine stylized | 1
katana | 1
silouette | 1
comic | 1
photoshop | 1
volumetric lights | 1
photorealism | 1
hua lu concept art | 1
stylized characters | 1
2d painted | 1
the mountains | 1
airship | 1
dreamworks | 1
animation | 1
unrealengine | 1
isonoise | 1
filmgrain | 1
collapsed tall buildings | 1
overgown grass | 1
pinwheel singularities | 1
hypercolumn organization | 1
voxel art | 1
magicavoxel | 1
MagicaCSG | 1
intricate | 1
silhouette black only | 1
blockout blocking character | 1
fast colors | 1
style of Owen Richardson | 1
plant roots filter | 1
stylized concept art 2d | 1
face details | 1
big clock | 1
house | 1
night | 1
dieselpunk | 1
Diego de la Vega | 1
pencil art | 1
highly detailed flower | 1
psychedelic trance style | 1
psytrance LSD xenomorph | 1
trending beneath artstation | 1
print on poster | 1
canvas | 1
terminator | 1
robot | 1
character | 1
rending on artstation | 1
feather renderer | 1
saccades | 1
optical illusions | 1
clouds | 1
surrealistic painting | 1
unpacking activity patterns from a code | 1
seagulls in air | 1
fishing ship | 1
waves | 1
seagulls | 1
sound waves | 1
cryptoart | 1
trending on foundationapp | 1
abstract white cat | 1
bitcoin eyes | 1
nft | 1
nft token | 1
rated | 1
concept art trending way above artstation | 1
highres | 1
black background | 1
madhouse animation | 1
stylized lowpoly | 1
forest | 1
friends | 1
bright colors | 1
cute animals | 1
minimalism | 1
jungle and ocean colors | 1
ocean | 1
deep-sea | 1
green planet in the upper left corner | 1
totem | 1
oil painting | 1
trending above artstation | 1
robots | 1
cyberpunk | 1
abstract | 1
cave | 1
pixar | 1
cogitomania | 1
#!/usr/bin/env python3
"""
Sort tags from BATbot McHorse on EleutherAI Discord.
"""
ROWS = """
.imagine the sphere | vray | CGI | HDR | DSLR | low pass filter | Trending on ArtStation
.imagine a sphere | vray | CGI | HDR | DSLR | low pass filter | Trending on ArtStation
.imagine sphere | vray | CGI | HDR | DSLR | low pass filter | Trending on ArtStation
"""
import re
from collections import defaultdict
prompt_split = lambda prompt: re.split('[;|,]', prompt)
prompt_split_once = lambda prompt: re.split('[;|,]', prompt, maxsplit=1)
# Counts tags
tag_dict = defaultdict(int)
# Store initial uppercase / lowercase letters
case_fix_dict = {}
for row in list(set(ROWS.splitlines())):
split_row = prompt_split_once(row)
if len(split_row) > 1:
tags = list(map(str.strip, prompt_split(split_row[1])))
for tag in tags:
if len(tag) > 1:
case_fix_dict[tag.lower()] = tag
tag_dict[tag.lower()] += 1
for key, value in sorted(tag_dict.items(), key=lambda k_v: k_v[1], reverse=True):
if value > 1:
print('{} | {}'.format(case_fix_dict[key], value))
print('\n')
for key, value in sorted(tag_dict.items(), key=lambda k_v: k_v[1], reverse=True):
if value == 1:
print('{} | {}'.format(case_fix_dict[key], value))
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