7 files changed, 3109 insertions, 1 deletions

diff --git a/artists.csv b/artists.csv
new file mode 100644
index 00000000..c92d08f5
--- /dev/null
+++ b/artists.csv
@@ -0,0 +1,3051 @@
+artist,score,category

+Peter Max,0.99715996,weird

+Roy Lichtenstein,0.98272276,cartoon

+Romero Britto,0.9498342,scribbles

+Keith Haring,0.9431302,weird

+Hiroshige,0.93995106,ukioe

+Joan Miró,0.9169429,scribbles

+Jean-Michel Basquiat,0.90080947,scribbles

+Katsushika Hokusai,0.8887236,ukioe

+Paul Klee,0.8868682,scribbles

+Marc Chagall,0.8868168,scribbles

+Karl Schmidt-Rottluff,0.88444495,scribbles

+Howard Hodgkin,0.8808578,scribbles

+Jean Metzinger,0.88056004,scribbles

+Alma Thomas,0.87658304,weird

+Rufino Tamayo,0.8749848,scribbles

+Utagawa Hiroshige,0.8728796,ukioe

+Chagall,0.8718535,scribbles

+Harumi Hironaka,0.86914605,scribbles

+Hans Hofmann,0.8686159,scribbles

+Kawanabe Kyōsai,0.86612236,ukioe

+Andy Warhol,0.8654825,scribbles

+Barbara Takenaga,0.86223894,scribbles

+Tatsuro Kiuchi,0.8597267,cartoon

+Vincent Van Gogh,0.85538065,scribbles

+Wassily Kandinsky,0.85490596,scribbles

+Georges Seurat,0.8534801,scribbles

+Karel Appel,0.8529153,scribbles

+Sonia Delaunay,0.8506156,scribbles

+Hokusai,0.85046995,ukioe

+Eduardo Kobra,0.85036755,weird

+Fra Angelico,0.84984255,fineart

+Milton Avery,0.849746,scribbles

+David Hockney,0.8496144,scribbles

+Hiroshi Nagai,0.847129,cartoon

+Aristarkh Lentulov,0.846537,scribbles

+Lyonel Feininger,0.84573764,scribbles

+Mary Blair,0.845709,scribbles

+Ellsworth Kelly,0.8455428,scribbles

+Jun Kaneko,0.8448367,scribbles

+Roz Chast,0.8432013,weird

+Ida Rentoul Outhwaite,0.84275174,scribbles

+Robert Motherwell,0.8409468,scribbles

+Garry Winogrand,0.83994275,black-white

+Andrei Rublev,0.83950496,fineart

+Alexander Calder,0.83832693,scribbles

+Tomokazu Matsuyama,0.8376121,scribbles

+August Macke,0.8362022,scribbles

+Kazimir Malevich,0.8356527,scribbles

+Richard Scarry,0.83554685,scribbles

+Victor Vasarely,0.8335438,scribbles

+Kitagawa Utamaro,0.83333457,ukioe

+Matt Bors,0.83252287,scribbles

+Emil Nolde,0.8323225,scribbles

+Patrick Caulfield,0.8322225,scribbles

+Charles Blackman,0.83200824,scribbles

+Peter Doig,0.83111644,scribbles

+Alexej von Jawlensky,0.8308932,scribbles

+Rumiko Takahashi,0.8301817,anime

+Eileen Agar,0.82945526,scribbles

+Ernst Ludwig Kirchner,0.82756275,scribbles

+Nicolas Delort,0.8261329,scribbles

+Marsden Hartley,0.8250993,scribbles

+Keith Negley,0.8212553,scribbles

+Jamini Roy,0.8212199,scribbles

+Quentin Blake,0.82115215,scribbles

+Andy Kehoe,0.82063186,cartoon

+George barbier,0.82046914,fineart

+Frans Masereel,0.81997275,scribbles

+Umberto Boccioni,0.81921184,scribbles

+Conrad Roset,0.8190752,cartoon

+Paul Ranson,0.81903255,scribbles

+Yayoi Kusama,0.81886625,weird

+Tomi Ungerer,0.81848705,scribbles

+Saul Steinberg,0.81778854,scribbles

+Jon Klassen,0.81773067,scribbles

+W.W. Denslow,0.81708044,fineart

+Helen Frankenthaler,0.81704986,scribbles

+Jean Jullien,0.816437,scribbles

+Brett Whiteley,0.81601924,scribbles

+Giotto Di Bondone,0.81427747,fineart

+Takashi Murakami,0.81338763,weird

+Howard Finster,0.81333554,scribbles

+Eduardo Paolozzi,0.81312317,scribbles

+Charles Rennie Mackintosh,0.81297064,scribbles

+Brandon Mably,0.8128239,weird

+Rebecca Louise Law,0.81214285,weird

+Victo Ngai,0.81195843,cartoon

+Hanabusa Itchō II,0.81187993,ukioe

+Edmund Dulac,0.81104875,scribbles

+Ben Shahn,0.8104582,scribbles

+Howard Arkley,0.8103746,scribbles

+Wilfredo Lam,0.8096211,scribbles

+Michael Deforge,0.8095954,scribbles

+John Hoyland,0.8094592,fineart

+Francesco Clemente,0.8090387,scribbles

+Leonetto Cappiello,0.8087691,scribbles

+Norman Ackroyd,0.80788493,scribbles

+Bhupen Khakhar,0.8077607,scribbles

+Jeremiah Ketner,0.8075384,cartoon

+Chris Ofili,0.8073793,scribbles

+Banksy,0.80695426,scribbles

+Tom Whalen,0.805867,scribbles

+Ernst Wilhelm Nay,0.805295,scribbles

+Henri Rousseau,0.8049866,scribbles

+Kunisada,0.80493814,ukioe

+Naoko Takeuchi,0.80482674,anime

+Kaethe Butcher,0.80406916,scribbles

+Hasui Kawase,0.8040483,ukioe

+Alvin Langdon Coburn,0.8035004,black-white

+Stanley Donwood,0.8033054,scribbles

+Agnes Martin,0.8028028,scribbles

+Osamu Tezuka,0.8005524,cartoon

+Frank Stella,0.80049455,scribbles

+Dale Chihuly,0.79982775,digipa-high-impact

+Evgeni Gordiets,0.79967916,scribbles

+Janek Sedlar,0.7993992,fineart

+Alasdair Gray,0.7992301,scribbles

+Yasuo Kuniyoshi,0.79870003,ukioe

+Edward Gorey,0.7984938,scribbles

+Johannes Itten,0.798481,scribbles

+Cuno Amiet,0.7979497,scribbles

+M.C. Escher,0.7976657,scribbles

+Albert Irvin,0.79688835,scribbles

+Jack Gaughan,0.79443675,scribbles

+Ravi Zupa,0.7939542,scribbles

+Kay Nielsen,0.79385525,scribbles

+Agnolo Gaddi,0.79369193,fineart

+Alessandro Gottardo,0.79321593,scribbles

+Paul Laffoley,0.79196846,scribbles

+Giovanni Battista Piranesi,0.79111177,fineart

+Adrian Tomine,0.79109013,scribbles

+Adolph Gottlieb,0.79061794,scribbles

+Milton Caniff,0.7905358,cartoon

+Philip Guston,0.78994095,scribbles

+Debbie Criswell,0.7895031,cartoon

+Alice Pasquini,0.78949904,cartoon

+Johannes Vermeer,0.78931487,fineart

+Lisa Frank,0.7892591,cartoon

+Patrick Heron,0.78889126,scribbles

+Mikhail Nesterov,0.78814346,fineart

+Cézanne,0.7879481,scribbles

+Tristan Eaton,0.787513,scribbles

+Jillian Tamaki,0.7868066,scribbles

+Takato Yamamoto,0.78460765,ukioe

+Martiros Saryan,0.7844924,scribbles

+Emil Orlik,0.7842625,scribbles

+Armand Guillaumin,0.7840431,scribbles

+Jane Newland,0.7837676,scribbles

+Paul Cézanne,0.78368753,scribbles

+Tove Jansson,0.78356475,scribbles

+Guido Crepax,0.7835321,cartoon

+OSGEMEOS,0.7829088,weird

+Albert Watson,0.48901254,digipa-med-impact

+Emory Douglas,0.78179604,scribbles

+Chris Van Allsburg,0.66413003,fineart

+Ohara Koson,0.78132576,ukioe

+Nicolas de Stael,0.7802779,scribbles

+Aubrey Beardsley,0.77970016,scribbles

+Hishikawa Moronobu,0.7794119,ukioe

+Alfred Wallis,0.77926695,scribbles

+Friedensreich Hundertwasser,0.7791805,scribbles

+Eyvind Earle,0.7788089,scribbles

+Giotto,0.7785216,fineart

+Simone Martini,0.77843,fineart

+Ivan Bilibin,0.77720606,fineart

+Karl Blossfeldt,0.77652574,black-white

+Duy Huynh,0.77634746,scribbles

+Giovanni da Udina,0.7763063,fineart

+Henri-Edmond Cross,0.7762994,fineart

+Barry McGee,0.77618384,scribbles

+William Kentridge,0.77615225,scribbles

+Alexander Archipenko,0.7759824,scribbles

+Jaume Plensa,0.7756799,weird

+Bill Jacklin,0.77504414,fineart

+Alberto Vargas,0.7747376,cartoon

+Jean Dubuffet,0.7744374,scribbles

+Eugène Grasset,0.7741958,fineart

+Arthur Rackham,0.77418125,fineart

+Yves Tanguy,0.77380997,scribbles

+Elsa Beskow,0.7736908,fineart

+Georgia O’Keeffe,0.77368987,scribbles

+Georgia O'Keeffe,0.77368987,scribbles

+Henri Cartier-Bresson,0.7735415,black-white

+Andrea del Verrocchio,0.77307427,fineart

+Mark Rothko,0.77294236,scribbles

+Bruce Gilden,0.7256681,black-white

+Gino Severini,0.77247965,scribbles

+Delphin Enjolras,0.5594248,fineart

+Alena Aenami,0.77210015,cartoon

+Ed Freeman,0.42526615,digipa-low-impact

+Apollonia Saintclair,0.7718383,anime

+László Moholy-Nagy,0.771497,scribbles

+Louis Glackens,0.7713224,fineart

+Fang Lijun,0.77097225,fineart

+Alfred Kubin,0.74409986,fineart

+David Wojnarowicz,0.7705802,scribbles

+Tara McPherson,0.77023256,scribbles

+Gustav Doré,0.7367536,fineart

+Patricia Polacco,0.7696109,scribbles

+Norman Bluhm,0.7692634,fineart

+Elizabeth Gadd,0.7691194,digipa-high-impact

+Gabriele Münter,0.7690926,scribbles

+David Inshaw,0.76905304,scribbles

+Maurice Sendak,0.7690118,cartoon

+Harry Clarke,0.7688428,cartoon

+Howardena Pindell,0.7686921,n

+Jamie Hewlett,0.7680373,scribbles

+Steve Ditko,0.76725733,scribbles

+Annie Soudain,0.7671485,scribbles

+Albert Gleizes,0.76658314,scribbles

+Henry Fuseli,0.69147265,fineart

+Alain Laboile,0.67634284,c

+Albrecht Altdorfer,0.7663378,fineart

+Jack Butler Yeats,0.7661406,fineart

+Yue Minjun,0.76583517,scribbles

+Art Spiegelman,0.7656343,scribbles

+Grete Stern,0.7656276,fineart

+Mordecai Ardon,0.7648692,scribbles

+Joel Sternfeld,0.76456416,digipa-high-impact

+Milton Glaser,0.7641823,scribbles

+Eishōsai Chōki,0.7639659,scribbles

+Domenico Ghirlandaio,0.76372653,fineart

+Alex Timmermans,0.64443207,digipa-high-impact

+Andreas Vesalius,0.763446,fineart

+Bruce McLean,0.76335883,scribbles

+Jacob Lawrence,0.76330304,scribbles

+Alex Katz,0.76317835,scribbles

+Henri de Toulouse-Lautrec,0.76268333,scribbles

+Franz Sedlacek,0.762062,scribbles

+Paul Lehr,0.70854837,cartoon

+Nicholas Roerich,0.76117516,scribbles

+Henri Matisse,0.76110923,scribbles

+Colin McCahon,0.76086944,scribbles

+Max Dupain,0.6661642,black-white

+Stephen Gammell,0.74001735,weird

+Alberto Giacometti,0.7596302,scribbles

+Goyō Hashiguchi,0.7595048,ukioe

+Gustave Doré,0.7018832,fineart

+Butcher Billy,0.7593378,cartoon

+Pieter de Hooch,0.75916564,fineart

+Gaetano Pesce,0.75906265,scribbles

+Winsor McCay,0.7589382,scribbles

+Claude Cahun,0.7588153,weird

+Roger Ballen,0.64683115,black-white

+Ellen Gallagher,0.758621,scribbles

+Anton Corbijn,0.5550669,digipa-high-impact

+Margaret Macdonald Mackintosh,0.75781375,fineart

+Franz Kline,0.7576461,scribbles

+Cimabue,0.75720495,fineart

+André Kertész,0.7319392,black-white

+Hans Hartung,0.75718236,scribbles

+J. J. Grandville,0.7321584,fineart

+David Octavius Hill,0.6333561,digipa-high-impact

+teamLab,0.7566472,digipa-high-impact

+Paul Gauguin,0.75635266,scribbles

+Etel Adnan,0.75631833,scribbles

+Barbara Kruger,0.7562784,scribbles

+Franz Marc,0.75538874,scribbles

+Saul Bass,0.75496316,scribbles

+El Lissitzky,0.7549487,scribbles

+Thomas Moran,0.6507399,fineart

+Claude Monet,0.7541377,fineart

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+W. Heath Robinson,0.75374347,cartoon

+Yves Klein,0.7536262,fineart

+Albert Pinkham Ryder,0.7338848,fineart

+Elizabeth Shippen Green,0.7533686,fineart

+Robert Stivers,0.5516287,fineart

+Emily Kame Kngwarreye,0.7532016,weird

+Charline von Heyl,0.753142,scribbles

+Frida Kahlo,0.75303876,scribbles

+Amy Sillman,0.752921,scribbles

+Emperor Huizong of Song,0.7525214,ukioe

+Edward Burne-Jones,0.75220466,fineart

+Brett Weston,0.6891357,black-white

+Charles E. Burchfield,0.75174403,scribbles

+Hishida Shunsō,0.751617,fareast

+Elaine de Kooning,0.7514996,scribbles

+Gary Panter,0.7514598,scribbles

+Frederick Hammersley,0.7514268,scribbles

+Gustave Dore,0.6735896,fineart

+Ephraim Moses Lilien,0.7510494,fineart

+Hannah Hoch,0.7509496,scribbles

+Shepard Fairey,0.7508583,scribbles

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+Bill Brandt,0.6833408,black-white

+Herbert List,0.68455493,black-white

+Joseph Cornell,0.75023884,nudity

+Nathan Wirth,0.6436741,black-white

+John Kenn Mortensen,0.74758303,anime

+Andre De Dienes,0.5683014,digipa-high-impact

+Albert Robida,0.7485741,cartoon

+Shintaro Kago,0.7484431,anime

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+Brian Stelfreeze,0.7478351,scribbles

+Francisco De Goya,0.6954584,fineart

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+Victor Brauner,0.74719006,scribbles

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+Naoki Urasawa,0.7469665,anime

+Kilian Eng,0.7468486,scribbles

+Bordalo II,0.7467364,digipa-high-impact

+Katsuhiro Otomo,0.746364,anime

+Maximilien Luce,0.74609685,fineart

+Amy Earles,0.74603415,fineart

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+Bartolomé Esteban Murillo,0.7011274,fineart

+Oskar Kokoschka,0.7392038,scribbles

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+Joseph Mallord William Turner,0.6834406,fineart

+Dante Gabriel Rossetti,0.7244541,fineart

+Ernst Haeckel,0.6660129,fineart

+Rebecca Guay,0.72439146,cartoon

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+Dmitry Kustanovich,0.7241322,cartoon

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diff --git a/modules/artists.py b/modules/artists.py
new file mode 100644
index 00000000..3612758b
--- /dev/null
+++ b/modules/artists.py
@@ -0,0 +1,25 @@
+import os.path

+import csv

+from collections import namedtuple

+

+Artist = namedtuple("Artist", ['name', 'weight', 'category'])

+

+

+class ArtistsDatabase:

+    def __init__(self, filename):

+        self.cats = set()

+        self.artists = []

+

+        if not os.path.exists(filename):

+            return

+

+        with open(filename, "r", newline='', encoding="utf8") as file:

+            reader = csv.DictReader(file)

+

+            for row in reader:

+                artist = Artist(row["artist"], float(row["score"]), row["category"])

+                self.artists.append(artist)

+                self.cats.add(artist.category)

+

+    def categories(self):

+        return sorted(self.cats)

diff --git a/modules/processing.py b/modules/processing.py
index b744aa87..c0c1adb7 100644
--- a/modules/processing.py
+++ b/modules/processing.py
@@ -324,7 +324,7 @@ class StableDiffusionProcessingImg2Img(StableDiffusionProcessing):
             if self.inpaint_full_res:

                 self.mask_for_overlay = self.image_mask

                 mask = self.image_mask.convert('L')

-                crop_region = get_crop_region(np.array(mask), 64)

+                crop_region = get_crop_region(np.array(mask), opts.upscale_at_full_resolution_padding)

                 x1, y1, x2, y2 = crop_region

 

                 mask = mask.crop(crop_region)

diff --git a/modules/shared.py b/modules/shared.py
index 70946fea..4e36df37 100644
--- a/modules/shared.py
+++ b/modules/shared.py
@@ -4,6 +4,7 @@ import os
 import gradio as gr

 import torch

 

+import modules.artists

 from modules.paths import script_path, sd_path

 

 config_filename = "config.json"

@@ -47,6 +48,8 @@ class State:
 

 state = State()

 

+artist_db = modules.artists.ArtistsDatabase(os.path.join(script_path, 'artists.csv'))

+

 

 class Options:

     class OptionInfo:

@@ -84,6 +87,8 @@ class Options:
         "save_txt": OptionInfo(False, "Create a text file next to every image with generation parameters."),

         "ESRGAN_tile": OptionInfo(192, "Tile size for ESRGAN upscaling. 0 = no tiling.", gr.Slider, {"minimum": 0, "maximum": 512, "step": 16}),

         "ESRGAN_tile_overlap": OptionInfo(8, "Tile overlap, in pixels for ESRGAN upscaling. Low values = visible seam.", gr.Slider, {"minimum": 0, "maximum": 48, "step": 1}),

+        "random_artist_categories": OptionInfo([], "Allowed categories for random artists selection when using the Roll button", gr.CheckboxGroup, {"choices": artist_db.categories()}),

+        "upscale_at_full_resolution_padding": OptionInfo(16, "Inpainting at full resolution: padding, in pixels, for the masked region.", gr.Slider, {"minimum": 0, "maximum": 128, "step": 4}),

     }

 

     def __init__(self):

@@ -122,3 +127,5 @@ if os.path.exists(config_filename):
 sd_upscalers = []

 

 sd_model = None

+

+

diff --git a/modules/ui.py b/modules/ui.py
index ec583d14..aa5a61b7 100644
--- a/modules/ui.py
+++ b/modules/ui.py
@@ -4,6 +4,7 @@ import io
 import json

 import mimetypes

 import os

+import random

 import sys

 import time

 import traceback

@@ -133,6 +134,13 @@ def wrap_gradio_call(func):
     return f

 

 

+def roll_artist(prompt):

+    allowed_cats = set([x for x in shared.artist_db.categories() if len(opts.random_artist_categories)==0 or x in opts.random_artist_categories])

+    artist = random.choice([x for x in shared.artist_db.artists if x.category in allowed_cats])

+

+    return prompt + ", " + artist.name if prompt != '' else artist.name

+

+

 def visit(x, func, path=""):

     if hasattr(x, 'children'):

         for c in x.children:

@@ -146,6 +154,7 @@ def create_ui(txt2img, img2img, run_extras, run_pnginfo):
         with gr.Row():

             prompt = gr.Textbox(label="Prompt", elem_id="txt2img_prompt", show_label=False, placeholder="Prompt", lines=1)

             negative_prompt = gr.Textbox(label="Negative prompt", elem_id="txt2img_negative_prompt", show_label=False, placeholder="Negative prompt", lines=1, visible=False)

+            roll = gr.Button('Roll', elem_id="txt2img_roll", visible=len(shared.artist_db.artists)>0)

             submit = gr.Button('Generate', elem_id="txt2img_generate", variant='primary')

 

         with gr.Row().style(equal_height=False):

@@ -233,6 +242,16 @@ def create_ui(txt2img, img2img, run_extras, run_pnginfo):
                 ]

             )

 

+            roll.click(

+                fn=roll_artist,

+                inputs=[

+                    prompt,

+                ],

+                outputs=[

+                    prompt

+                ]

+            )

+

     with gr.Blocks(analytics_enabled=False) as img2img_interface:

         with gr.Row():

             prompt = gr.Textbox(label="Prompt", elem_id="img2img_prompt", show_label=False, placeholder="Prompt", lines=1)

diff --git a/script.js b/script.js
index eb85c226..7aa07e56 100644
--- a/script.js
+++ b/script.js
@@ -44,6 +44,7 @@ titles = {
     "Tiling": "Produce an image that can be tiled.",
     "Tile overlap": "For SD upscale, how much overlap in pixels should there be between tiles. Tils overlap so that when they are merged back into one oicture, there is no clearly visible seam.",
 
+    "Roll": "Add a random artist to the prompt.",
 }
 
 function gradioApp(){
diff --git a/style.css b/style.css
index 81a0f492..f10e7ee0 100644
--- a/style.css
+++ b/style.css
@@ -5,6 +5,11 @@
     max-width: 13em;

 }

 

+#txt2img_roll{

+    min-width: 1em;

+    max-width: 4em;

+}

+

 button{

     align-self: stretch !important;

 }