From 6d805b669e86233432f56ee1892d062103abe501 Mon Sep 17 00:00:00 2001 From: AUTOMATIC <16777216c@gmail.com> Date: Sat, 21 Jan 2023 09:14:27 +0300 Subject: [PATCH] make CLIP interrogator download original text files if the directory does not exist remove random artist built-in extension (to re-added as a normal extension on demand) remove artists.csv (but what does it mean????????????????????) make interrogate buttons show Loading... when you click them --- README.md | 1 - artists.csv | 3041 ----------------- .../roll-artist/scripts/roll-artist.py | 50 - javascript/hints.js | 1 - modules/api/api.py | 8 - modules/artists.py | 25 - modules/interrogate.py | 55 +- modules/shared.py | 5 - modules/ui.py | 11 +- 9 files changed, 46 insertions(+), 3151 deletions(-) delete mode 100644 artists.csv delete mode 100644 extensions-builtin/roll-artist/scripts/roll-artist.py delete mode 100644 modules/artists.py diff --git a/README.md b/README.md index d783fdf0..1ac794e8 100644 --- a/README.md +++ b/README.md @@ -49,7 +49,6 @@ A browser interface based on Gradio library for Stable Diffusion. - Running arbitrary python code from UI (must run with --allow-code to enable) - Mouseover hints for most UI elements - Possible to change defaults/mix/max/step values for UI elements via text config -- Random artist button - Tiling support, a checkbox to create images that can be tiled like textures - Progress bar and live image generation preview - Negative prompt, an extra text field that allows you to list what you don't want to see in generated image diff --git a/artists.csv b/artists.csv deleted file mode 100644 index 1a61ed88..00000000 --- a/artists.csv +++ /dev/null @@ -1,3041 +0,0 @@ -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 -David Young Cameron,0.7541016,scribbles -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 -Richard Burlet,0.7506659,scribbles -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 -Sidney Nolan,0.74809414,scribbles -Patrice Murciano,0.61973965,fineart -Brian Stelfreeze,0.7478351,scribbles -Francisco De Goya,0.6954584,fineart -William Morris,0.7478111,fineart -Honoré Daumier,0.74767774,scribbles -Hubert Robert,0.6863421,fineart -Marianne von Werefkin,0.7475825,fineart -Edvard Munch,0.74719715,scribbles -Victor Brauner,0.74719006,scribbles -George Inness,0.7470588,fineart -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 -Jeanloup Sieff,0.7196009,black-white -William Zorach,0.74574494,scribbles -Pascale Campion,0.74516207,fineart -Dorothy Lathrop,0.74418795,fineart -Sofonisba Anguissola,0.74418664,fineart -Natalia Goncharova,0.74414873,scribbles -August Sander,0.6644566,black-white -Jasper Johns,0.74395454,scribbles -Arthur Dove,0.74383533,scribbles -Darwyn Cooke,0.7435789,scribbles -Leonardo Da Vinci,0.6825216,fineart -Fra Filippo Lippi,0.7433891,fineart -Pierre-Auguste Renoir,0.742464,fineart -Jeff Lemire,0.7422893,scribbles -Al Williamson,0.742113,cartoon -Childe Hassam,0.7418015,fineart -Francisco Goya,0.69522625,fineart -Alphonse Mucha,0.74171394,special -Cleon Peterson,0.74163914,scribbles -J.M.W. Turner,0.65582645,fineart -Walter Crane,0.74146044,fineart -Brassaï,0.6361966,digipa-high-impact -Virgil Finlay,0.74133486,fineart -Fernando Botero,0.7412504,nudity -Ben Nicholson,0.7411573,scribbles -Robert Rauschenberg,0.7410054,fineart -David Wiesner,0.7406237,scribbles -Bartolome Esteban Murillo,0.6933951,fineart -Jean Arp,0.7403873,scribbles -Andre Kertesz,0.7228358,black-white -Simeon Solomon,0.66441345,fineart -Hugh Ferriss,0.72443527,black-white -Agnes Lawrence Pelton,0.73960555,scribbles -Charles Camoin,0.7395686,scribbles -Paul Strand,0.7080332,black-white -Charles Gwathmey,0.7394747,scribbles -Bartolomé Esteban Murillo,0.7011274,fineart -Oskar Kokoschka,0.7392038,scribbles -Bruno Munari,0.73918355,weird -Willem de Kooning,0.73916197,scribbles -Hans Memling,0.7387886,fineart -Chris Mars,0.5861489,digipa-high-impact -Hiroshi Yoshida,0.73787534,ukioe -Hundertwasser,0.7377672,fineart -David Bowie,0.73773724,weird -Ettore Sottsass,0.7376095,digipa-high-impact -Antanas Sutkus,0.7369492,black-white -Leonora Carrington,0.73726475,scribbles -Hieronymus Bosch,0.7369955,scribbles -A. J. Casson,0.73666203,scribbles -Chaim Soutine,0.73662066,scribbles -Artur Bordalo,0.7364549,weird -Thomas Allom,0.68792284,fineart -Louis Comfort Tiffany,0.7363504,fineart -Philippe Druillet,0.7363382,cartoon -Jan Van Eyck,0.7360621,fineart -Sandro Botticelli,0.7359395,fineart -Hieronim Bosch,0.7359308,scribbles -Everett Shinn,0.7355817,fineart -Camille Corot,0.7355603,fineart -Nick Sharratt,0.73470485,scribbles -Fernand Léger,0.7079839,scribbles -Robert S. Duncanson,0.7346282,fineart -Hieronymous Bosch,0.73453265,scribbles -Charles Addams,0.7344034,scribbles -Studio Ghibli,0.73439026,anime -Archibald Motley,0.7343683,scribbles -Anton Fadeev,0.73433846,cartoon -Uemura Shoen,0.7342118,ukioe -Ando Fuchs,0.73406494,black-white -Jessie Willcox Smith,0.73398125,fineart -Alex Garant,0.7333658,scribbles -Lawren Harris,0.73331416,scribbles -Anne Truitt,0.73297834,scribbles -Richard Lindner,0.7328564,scribbles -Sailor Moon,0.73281246,anime -Bridget Bate Tichenor,0.73274165,scribbles -Ralph Steadman,0.7325864,scribbles -Annibale Carracci,0.73251307,fineart -Dürer,0.7324789,fineart -Abigail Larson,0.7319012,cartoon -Bill Traylor,0.73189163,scribbles -Louis Rhead,0.7318623,fineart -David Burliuk,0.731803,scribbles -Camille Pissarro,0.73172396,fineart -Catrin Welz-Stein,0.73117495,scribbles -William Etty,0.6497544,nudity -Pierre Bonnard,0.7310132,scribbles -Benoit B. Mandelbrot,0.5033001,digipa-med-impact -Théodore Géricault,0.692039,fineart -Andy Goldsworthy,0.7307565,digipa-high-impact -Alfred Sisley,0.7306032,fineart -Charles-Francois Daubigny,0.73057353,fineart -Karel Thole,0.7305395,cartoon -Andre Derain,0.73050404,scribbles -Larry Poons,0.73023695,fineart -Beauford Delaney,0.72999024,scribbles -Ruth Bernhard,0.72990334,black-white -David Alfaro Siqueiros,0.7297947,scribbles -Gaugin,0.729636,fineart -Carl Larsson,0.7296195,cartoon -Albrecht Dürer,0.72946966,fineart -Henri De Toulouse Lautrec,0.7294263,cartoon -Shotaro Ishinomori,0.7292093,anime -Hope Gangloff,0.729082,scribbles -Vivian Maier,0.72897506,digipa-high-impact -Alex Andreev,0.6442978,digipa-high-impact -Julie Blackmon,0.72862685,c -Arthur Melville,0.7286146,fineart -Henri Michaux,0.599607,fineart -William Steig,0.7283096,scribbles -Octavio Ocampo,0.72814554,scribbles -Cy Twombly,0.72814107,scribbles -Guy Denning,0.67375445,fineart -Maxfield Parrish,0.7280283,fineart -Randolph Caldecott,0.7279564,fineart -Duccio,0.72795,fineart -Ray Donley,0.5837457,fineart -Hiroshi Sugimoto,0.6497892,digipa-high-impact -Daniela Uhlig,0.4691466,special -Go Nagai,0.72770613,anime -Carlo Crivelli,0.72764605,fineart -Helmut Newton,0.44433144,digipa-low-impact -Josef Albers,0.7061394,scribbles -Henry Moret,0.7274567,fineart -André Masson,0.727404,scribbles -Henri Fantin Latour,0.72732764,fineart -Theo van Rysselberghe,0.7272843,fineart -John Wayne Gacy,0.72686327,scribbles -Carlos Schwabe,0.7267612,fineart -Herbert Bayer,0.7094297,scribbles -Domenichino,0.72667265,fineart -Liam Wong,0.7262276,special -George Caleb Bingham,0.7262154,digipa-high-impact -Gigadō Ashiyuki,0.7261864,fineart -Chaïm Soutine,0.72603923,scribbles -Ary Scheffer,0.64913243,fineart -Rockwell Kent,0.7257272,scribbles -Jean-Paul Riopelle,0.72570604,fineart -Ed Mell,0.6637067,cartoon -Ismail Inceoglu,0.72561014,special -Edgar Degas,0.72538006,fineart -Giorgione,0.7252798,fineart -Charles-François Daubigny,0.7252482,fineart -Arthur Lismer,0.7251765,scribbles -Aaron Siskind,0.4852289,digipa-med-impact -Arkhip Kuindzhi,0.7249981,fineart -Joseph Mallord William Turner,0.6834406,fineart -Dante Gabriel Rossetti,0.7244541,fineart -Ernst Haeckel,0.6660129,fineart -Rebecca Guay,0.72439146,cartoon -Anthony Gerace,0.636678,digipa-high-impact -Martin Kippenberger,0.72418386,scribbles -Diego Giacometti,0.72415763,scribbles -Dmitry Kustanovich,0.7241322,cartoon -Dora Carrington,0.7239633,scribbles -Shusei Nagaoko,0.7238965,anime -Odilon Redon,0.72381747,scribbles -Shohei Otomo,0.7132803,nudity -Barnett Newman,0.7236389,scribbles -Jean Fouquet,0.7235963,fineart -Gustav Klimt,0.72356784,nudity -Francisco Josè de Goya,0.6589663,fineart -Bonnard Pierre,0.72309464,nudity -Brooke Shaden,0.61281693,digipa-high-impact -Mao Hamaguchi,0.7228292,scribbles -Frederick Edwin Church,0.64416,fineart -Asher Brown Durand,0.72264796,fineart -George Baselitz,0.7223453,scribbles -Sam Bosma,0.7223237,fineart -Asaf Hanuka,0.72222745,scribbles -David Teniers the Younger,0.7221168,fineart -Nicola Samori,0.68747556,nudity -Claude Lorrain,0.7217102,fineart -Hermenegildo Anglada Camarasa,0.7214374,nudity -Pablo Picasso,0.72142905,scribbles -Howard Chaykin,0.7213998,cartoon -Ferdinand Hodler,0.7213758,nudity -Farel Dalrymple,0.7213298,fineart -Lyubov Popova,0.7213024,scribbles -Albin Egger-Lienz,0.72120845,fineart -Geertgen tot Sint Jans,0.72107565,fineart -Kate Greenaway,0.72069687,fineart -Louise Bourgeois,0.7206516,fineart -Miriam Schapiro,0.72026414,fineart -Pieter Claesz,0.7200939,fineart -George B. 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Henry Potthast,0.6895703,fineart -Francis Bacon,0.6895397,scribbles -Pawel Kuczynski,0.6894536,fineart -Bjarke Ingels,0.68933153,digipa-high-impact -Henry Ossawa Tanner,0.68932164,fineart -Alessandro Allori,0.6892961,fineart -Abraham van Calraet,0.63841593,fineart -Egon Schiele,0.6891415,scribbles -Tim Doyle,0.5474768,digipa-high-impact -Grandma Moses,0.6890782,fineart -John Frederick Kensett,0.61981744,fineart -Giacomo Balla,0.68893707,fineart -Jamie Baldridge,0.6546651,digipa-high-impact -Max Beckmann,0.6884731,scribbles -Cornelis van Haarlem,0.6677613,fineart -Edward Hopper,0.6884258,special -Barkley Hendricks,0.6883637,n -Patrick Dougherty,0.688321,digipa-high-impact -Karol Bak,0.6367705,fineart -Pierre Puvis de Chavannes,0.6880703,fineart -Antoni Tàpies,0.685689,fineart -Alexander Nasmyth,0.57695735,fineart -Laurent Grasso,0.5793272,fineart -Camille Walala,0.6076875,digipa-high-impact -Fairfield Porter,0.68790644,fineart -Alex Colville,0.68787855,fineart -Herb 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Burroughs,0.5505619,fineart -Rodney Matthews,0.64844495,fineart -Michelangelo Buonarroti,0.6484401,fineart -Posuka Demizu,0.64843124,anime -Joao Ruas,0.6484134,fineart -Andy Fairhurst,0.6480388,special -"Andries Stock, Dutch Baroque painter",0.6479797,fineart -Antonio de la Gandara,0.6479292,fineart -Bruce Timm,0.6477877,scribbles -Harvey Kurtzman,0.64772683,cartoon -Eiichiro Oda,0.64772165,anime -Edwin Landseer,0.6166703,fineart -Carl Heinrich Bloch,0.64755356,fineart -Adriaen Isenbrant,0.6475428,fineart -Santiago Caruso,0.6473954,fineart -Alfred Guillou,0.6472603,fineart -Clara Peeters,0.64725095,fineart -Kim Jung Gi,0.6472225,cartoon -Milo Manara,0.6471776,cartoon -Phil Noto,0.6470769,anime -Kaws,0.6470336,cartoon -Desmond Morris,0.5951916,fineart -Gediminas Pranckevicius,0.6467787,fineart -Jack Kirby,0.6467424,cartoon -Claes Jansz. 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Giger,0.6456823,weird -Adolph Menzel,0.6455246,fineart -Aliza Razell,0.5863178,digipa-high-impact -Gerard Seghers,0.6205679,fineart -David Aja,0.62812066,scribbles -Gustave Courbet,0.64476407,fineart -Alexandre Cabanel,0.63849115,fineart -Albert Marquet,0.64471006,fineart -Harold Harvey,0.64464307,fineart -William Wegman,0.6446265,scribbles -Harold Gilman,0.6445966,fineart -Jeremy Geddes,0.57839495,digipa-high-impact -Abraham van Beijeren,0.6356113,fineart -Eugène Isabey,0.6160607,fineart -Jorge Jacinto,0.58618563,fineart -Frederic Leighton,0.64383554,fineart -Dave McKean,0.6438012,cartoon -Hiromu Arakawa,0.64371413,anime -Aaron Douglas,0.6437089,fineart -Adolf Dietrich,0.590169,fineart -Frederik de Moucheron,0.6435952,fineart -Siya Oum,0.6435919,cartoon -Alberto Morrocco,0.64352196,fineart -Robert Vonnoh,0.6433115,fineart -Tom Bagshaw,0.5322264,fineart -Guerrilla Girls,0.64309967,digipa-high-impact -Johann Wolfgang von Goethe,0.6429888,fineart -Charles Le Roux,0.6426594,fineart -Auguste Toulmouche,0.64261353,fineart -Cindy Sherman,0.58666563,digipa-high-impact -Federico Zuccari,0.6425021,fineart -Mike Mignola,0.642346,cartoon -Cecily Brown,0.6421981,fineart -Brian K. Vaughan,0.64147836,cartoon -RETNA (Marquis Lewis),0.47963,n -Klaus Janson,0.64129144,cartoon -Alessandro Galli Bibiena,0.6412889,fineart -Jeremy Lipking,0.64123213,fineart -Stephen Shore,0.64108944,digipa-high-impact -Heinz Edelmann,0.51325977,digipa-med-impact -Joaquín Sorolla,0.6409732,fineart -Bella Kotak,0.6409608,digipa-high-impact -Cornelis Engebrechtsz,0.64091057,fineart -Bruce Munro,0.64084166,digipa-high-impact -Marjane Satrapi,0.64076495,fineart -Jeremy Mann,0.557744,digipa-high-impact -Heinrich Maria Davringhausen,0.6403986,fineart -Kengo Kuma,0.6402023,digipa-high-impact -Alfred Manessier,0.640153,fineart -Antonio Galli Bibiena,0.6399247,digipa-high-impact -Eduard von Grützner,0.6397164,fineart -Bunny Yeager,0.5455078,digipa-high-impact -Adolphe Willette,0.6396935,fineart -Wangechi Mutu,0.6394607,n -Peter Milligan,0.6391612,digipa-high-impact -Dalí,0.45400402,digipa-low-impact -Élisabeth Vigée Le Brun,0.6388982,fineart -Beth Conklin,0.6388204,digipa-high-impact -Charles Alphonse du Fresnoy,0.63881266,fineart -Thomas Benjamin Kennington,0.56668127,fineart -Jim Woodring,0.5625168,fineart -Francisco Oller,0.63846034,fineart -Csaba Markus,0.6384506,fineart -Botero,0.63843524,scribbles -Bill Henson,0.5394536,digipa-high-impact -Anna Bocek,0.6382304,scribbles -Hugo van der Goes,0.63822484,fineart -Robert William Hume,0.5433574,fineart -Chip Zdarsky,0.6381826,cartoon -Daniel Seghers,0.53494316,fineart -Richard Doyle,0.6377541,fineart -Hendrick Terbrugghen,0.63773805,fineart -Joe Madureira,0.6377177,special -Floris van Schooten,0.6376191,fineart -Jeff Simpson,0.3959046,fineart -Albert Joseph Moore,0.6374316,fineart -Arthur Merric Boyd,0.6373228,fineart -Amadeo de Souza Cardoso,0.5927926,fineart -Os Gemeos,0.6368859,digipa-high-impact -Giovanni Boldini,0.6368698,fineart -Albert Goodwin,0.6368695,fineart -Hans Eduard von Berlepsch-Valendas,0.61562145,fineart -Edmond Xavier Kapp,0.5758474,fineart -François Quesnel,0.6365935,fineart -Nathan Coley,0.6365817,digipa-high-impact -Jasmine Becket-Griffith,0.6365083,digipa-high-impact -Raphaelle Peale,0.6364422,fineart -Candido Portinari,0.63634276,fineart -Edward Dugmore,0.63179636,fineart -Anders Zorn,0.6361722,fineart -Ed Emshwiller,0.63615763,fineart -Francis Coates Jones,0.6361159,fineart -Ernst Haas,0.6361123,digipa-high-impact -Dirck van Baburen,0.6213001,fineart -René Lalique,0.63594735,fineart -Sydney Prior Hall,0.6359345,fineart -Brad Kunkle,0.5659712,fineart -Corneille,0.6356381,fineart -Henry Lamb,0.63560975,fineart -Dirck Hals,0.63559663,fineart -Alex Grey,0.62908936,nudity -Michael Heizer,0.63555753,fineart -Yiannis Moralis,0.61731136,fineart -Emily Murray Paterson,0.4392335,fineart -Georg Friedrich Kersting,0.6256248,fineart -Frances Hodgkins,0.6352128,fineart -Charles Cundall,0.6349486,fineart -Henry Wallis,0.63478243,fineart -Goro Fujita,0.6346491,cartoon -Jean-Léon Gérôme,0.5954844,fineart -August von Pettenkofen,0.60910493,fineart -Abbott Handerson Thayer,0.63428533,fineart -Martin John Heade,0.5926603,fineart -Ellen Jewett,0.63420236,digipa-high-impact -Hidari Jingorō,0.63388014,fareast -Taiyō Matsumoto,0.63372946,special -Emanuel Leutze,0.6007246,fineart -Adam Martinakis,0.48973057,digipa-med-impact -Will Eisner,0.63349223,cartoon -Alexander Stirling Calder,0.6331682,fineart -Saturno Butto,0.6331184,nudity -Cecilia Beaux,0.6330725,fineart -Amandine Van Ray,0.6174208,digipa-high-impact -Bob Eggleton,0.63277495,digipa-high-impact -Sherree Valentine Daines,0.63274443,fineart -Frederick Lord Leighton,0.6299176,fineart -Daniel Ridgway Knight,0.63251615,fineart -Gaetano Previati,0.61743724,fineart -John Berkey,0.63226986,fineart -Richard Misrach,0.63201725,digipa-high-impact -Aaron Jasinski,0.57948315,fineart -"Edward Otho Cresap Ord, II",0.6317712,fineart -Evelyn De Morgan,0.6317376,fineart -Noelle Stevenson,0.63159716,digipa-high-impact -Edward Robert Hughes,0.6315573,fineart -Allan Ramsay,0.63150716,fineart -Balthus,0.6314323,scribbles -Hendrick Cornelisz Vroom,0.63143134,digipa-high-impact -Ilya Repin,0.6313043,fineart -George Lambourn,0.6312267,fineart -Arthur Hughes,0.6310194,fineart -Antonio J. Manzanedo,0.53841716,fineart -John Singleton Copley,0.6264835,fineart -Dennis Miller Bunker,0.63078755,fineart -Ernie Barnes,0.6307126,cartoon -Alison Kinnaird,0.6306353,digipa-high-impact -Alex Toth,0.6305541,digipa-high-impact -Henry Raeburn,0.6155551,fineart -Alice Bailly,0.6305177,fineart -Brian Kesinger,0.63037646,scribbles -Antoine Blanchard,0.63036835,fineart -Ron Walotsky,0.63035095,fineart -Kent Monkman,0.63027304,fineart -Naomi Okubo,0.5782754,fareast -Hercules Seghers,0.62957174,fineart -August Querfurt,0.6295643,fineart -Samuel Melton Fisher,0.6283333,fineart -David Burdeny,0.62950236,digipa-high-impact -George Bain,0.58519644,fineart -Peter Holme III,0.62938106,fineart -Grayson Perry,0.62928164,digipa-high-impact -Chris Claremont,0.6292076,digipa-high-impact -Dod Procter,0.6291759,fineart -Huang Tingjian,0.6290358,fareast -Dorothea Warren O'Hara,0.6290113,fineart -Ivan Albright,0.6289551,fineart -Hubert von Herkomer,0.6288955,fineart -Barbara Nessim,0.60589516,digipa-high-impact -Henry Scott Tuke,0.6286309,fineart -Ditlev Blunck,0.6282925,fineart -Sven Nordqvist,0.62828535,fineart -Lee Madgwick,0.6281731,fineart -Hubert van Eyck,0.6281529,fineart -Edmond Bille,0.62339354,fineart -Ejnar Nielsen,0.6280824,fineart -Arturo Souto,0.6280583,fineart -Jean Giraud,0.6279888,fineart -Storm Thorgerson,0.6277394,digipa-high-impact -Ed Benedict,0.62764007,digipa-high-impact -Christoffer Wilhelm Eckersberg,0.6014842,fineart -Clarence Holbrook Carter,0.5514105,fineart -Dorothy Lockwood,0.6273235,fineart -John Singer Sargent,0.6272487,fineart -Brigid Derham,0.6270125,digipa-high-impact -Henricus Hondius II,0.6268505,fineart -Gertrude Harvey,0.5903887,fineart -Grant Wood,0.6266253,fineart -Fyodor Vasilyev,0.5234919,digipa-med-impact -Cagnaccio di San Pietro,0.6261671,fineart -Doris Boulton-Maude,0.62593174,fineart -Adolf Hirémy-Hirschl,0.5946784,fineart -Harold von Schmidt,0.6256755,fineart -Martine Johanna,0.6256161,digipa-high-impact -Gerald Kelly,0.5579602,digipa-high-impact -Ub Iwerks,0.625396,cartoon -Dirck van der Lisse,0.6253871,fineart -Edouard Riou,0.6250113,fineart -Ilya Yefimovich Repin,0.62491584,fineart -Martin Johnson Heade,0.59421235,fineart -Afarin Sajedi,0.62475824,scribbles -Alfred Thompson Bricher,0.6247515,fineart -Edwin G. Lucas,0.5553578,fineart -Georges Emile Lebacq,0.56175387,fineart -Francis Davis Millet,0.5988504,fineart -Bill Sienkiewicz,0.6125557,digipa-high-impact -Giocondo Albertolli,0.62441677,fineart -Victor Nizovtsev,0.6242258,fineart -Squeak Carnwath,0.62416434,digipa-high-impact -Bill Viola,0.62409425,digipa-high-impact -Annie Abernethie Pirie Quibell,0.6240767,fineart -Jason Edmiston,0.62405366,fineart -Al Capp,0.6239494,fineart -Kobayashi Kiyochika,0.6239368,anime -Albert Anker,0.62389827,fineart -Iain Faulkner,0.62376785,fineart -Todd Schorr,0.6237408,fineart -Charles Ginner,0.62370133,fineart -Emile Auguste Carolus-Duran,0.62353987,fineart -John Philip Falter,0.623418,cartoon -Chizuko Yoshida,0.6233001,fareast -Anna Dittmann,0.62327325,cartoon -Henry Snell Gamley,0.62319934,fineart -Edmund Charles Tarbell,0.6230626,fineart -Rob Gonsalves,0.62298363,fineart -Gladys Dawson,0.6228511,fineart -Tomma Abts,0.61153626,fineart -Kate Beaton,0.53993124,digipa-high-impact -Gustave Buchet,0.62243867,fineart -Gareth Pugh,0.6223551,digipa-high-impact -Caspar van Wittel,0.57871693,fineart -Anton Otto Fischer,0.6222941,fineart -Albert Guillaume,0.56529653,fineart -Felix Octavius Carr Darley,0.62223387,fineart -Bernard van Orley,0.62221646,fineart -Edward John Poynter,0.60147405,fineart -Walter Percy Day,0.62207425,fineart -Franciszek Starowieyski,0.5709621,fineart -Auguste Baud-Bovy,0.6219854,fineart -Chris LaBrooy,0.45497298,digipa-low-impact -Abraham de Vries,0.5859101,fineart -Antoni Gaudi,0.62162614,fineart -Joe Jusko,0.62156093,digipa-high-impact -Lynda Barry,0.62154603,digipa-high-impact -Michal Karcz,0.62154436,digipa-high-impact -Raymond Briggs,0.62150294,fineart -Herbert James Gunn,0.6210927,fineart -Dwight William Tryon,0.620984,fineart -Paul Henry,0.5752968,fineart -Helio Oiticica,0.6203739,digipa-high-impact -Sebastian Errazuriz,0.62036186,digipa-high-impact -Lucian Freud,0.6203146,nudity -Frank Auerbach,0.6201102,weird -Andre-Charles Boulle,0.6200789,fineart -Franz Fedier,0.5669752,fineart -Austin Briggs,0.57675314,fineart -Hugo Sánchez Bonilla,0.61978436,digipa-high-impact -Caroline Chariot-Dayez,0.6195682,digipa-high-impact -Bill Ward,0.61953044,digipa-high-impact -Charles Bird King,0.6194487,fineart -Adrian Ghenie,0.6193521,digipa-high-impact -Agnes Cecile,0.6192814,digipa-high-impact -Augustus John,0.6191995,fineart -Jeffrey T. Larson,0.61913544,fineart -Alexis Simon Belle,0.3190395,digipa-low-impact -Jean-Baptiste Monge,0.5758537,fineart -Adolf Bierbrauer,0.56129396,fineart -Ayako Rokkaku,0.61891204,fareast -Lisa Keene,0.54570895,digipa-high-impact -Edmond Aman-Jean,0.57168096,fineart -Marc Davis,0.61837333,cartoon -Cerith Wyn Evans,0.61829346,digipa-high-impact -George Wyllie,0.61829203,fineart -George Luks,0.6182724,fineart -William-Adolphe Bouguereau,0.618265,c -Grigoriy Myasoyedov,0.61801606,fineart -Hashimoto Gahō,0.61795104,fineart -Charles Ragland Bunnell,0.61772746,fineart -Ambrose McCarthy Patterson,0.61764514,fineart -Bill Brauer,0.5824066,fineart -Mikko Lagerstedt,0.591015,digipa-high-impact -Koson Ohara,0.53635323,fineart -Evaristo Baschenis,0.5857368,fineart -Martin Ansin,0.5294119,fineart -Cory Loftis,0.6168619,cartoon -Joseph Stella,0.6166778,fineart -André Pijet,0.5768274,fineart -Jeff Wall,0.6162895,digipa-high-impact -Eleanor Layfield Davis,0.6158844,fineart -Saul Tepper,0.61579347,fineart 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-Paul Gustav Fischer,0.613273,fineart -Emiliano Di Cavalcanti,0.6131207,fineart -Meryl McMaster,0.6129995,digipa-high-impact -Domenico di Pace Beccafumi,0.6129922,fineart -Ludwig Mies van der Rohe,0.6126692,fineart -Étienne-Louis Boullée,0.6126158,fineart -Dali,0.5928694,nudity -Shinji Aramaki,0.61246127,anime -Giovanni Fattori,0.59544694,fineart -Bapu,0.6122084,c -Raphael Lacoste,0.5539114,digipa-high-impact -Scarlett Hooft Graafland,0.6119631,digipa-high-impact -Rene Laloux,0.61190474,fineart -Julius Horsthuis,0.59037095,fineart -Gerald van Honthorst,0.6115939,fineart -Dino Valls,0.611533,fineart -Tony DiTerlizzi,0.6114657,cartoon -Michael Cheval,0.61138546,anime -Charles Schulz,0.6113759,digipa-high-impact -Alvar Aalto,0.61122143,digipa-high-impact -Gu Kaizhi,0.6110798,fareast -Eugene von Guerard,0.6109776,fineart -John Cassaday,0.610949,fineart -Elizabeth Forbes,0.61092335,fineart -Edmund Greacen,0.6109115,fineart -Eugène Burnand,0.6107876,fineart -Boris Grigoriev,0.6107853,scribbles -Norman Rockwell,0.6107638,fineart -Barthélemy Menn,0.61064315,fineart -George Biddle,0.61058354,fineart -Edgar Ainsworth,0.5525424,digipa-high-impact -Alfred Leyman,0.5887217,fineart -Tex Avery,0.6104007,cartoon -Beatrice Ethel Lithiby,0.61030364,fineart -Grace Pailthorpe,0.61026484,digipa-high-impact -Brian Oldham,0.396231,digipa-low-impact -Android Jones,0.61023116,fareast -François Girardon,0.5830649,fineart -Ib Eisner,0.61016303,digipa-high-impact -Armand Point,0.610156,fineart -Henri Alphonse Barnoin,0.59465057,fineart -Jean Marc Nattier,0.60987425,fineart -Francisco de Holanda,0.6091294,fineart -Marco Mazzoni,0.60970783,fineart -Esaias Boursse,0.6093308,fineart -Alexander Deyneka,0.55000365,fineart -John Totleben,0.60883725,fineart -Al Feldstein,0.6087723,fineart -Adam Hughes,0.60854626,anime -Ernest Zobole,0.6085073,fineart -Alex Gross,0.60837066,digipa-high-impact -George Jamesone,0.6079673,fineart -Frank Lloyd Wright,0.60793245,scribbles -Brooke DiDonato,0.47680336,digipa-med-impact -Hans Gude,0.60780364,fineart -Ethel Schwabacher,0.60748273,fineart -Gladys Kathleen Bell,0.60747695,fineart -Adolf Fényes,0.54192233,fineart -Carel Willink,0.58120143,fineart -George Henry,0.6070727,digipa-high-impact -Ronald Balfour,0.60697085,fineart -Elsie Dalton Hewland,0.6067718,digipa-high-impact -Alex Maleev,0.6067118,fineart -Anish Kapoor,0.6067015,digipa-high-impact -Aleksandr Ivanovich Laktionov,0.606544,fineart -Kim Keever,0.6037775,digipa-high-impact -Aleksi Briclot,0.46056762,fineart -Raymond Leech,0.6062721,fineart -Richard Eurich,0.6062664,fineart -Phil Jimenez,0.60625625,cartoon -Gao Cen,0.60618126,nudity -Mike Deodato,0.6061201,cartoon -Charles Haslewood Shannon,0.6060581,fineart -Alexandre Jacovleff,0.3991747,digipa-low-impact -André Beauneveu,0.584062,fineart -Hiroshi Honda,0.60507596,digipa-high-impact -Charles Joshua Chaplin,0.60498774,fineart -Domenico Zampieri,0.6049726,fineart -Gusukuma Seihō,0.60479784,fareast -Nikolina Petolas,0.46318632,digipa-low-impact -Casey Weldon,0.6047672,cartoon -Elmyr de Hory,0.6046374,fineart -Nan Goldin,0.6046119,digipa-high-impact -Charles McAuley,0.6045995,fineart -Archibald Skirving,0.6044234,fineart -Elizabeth York Brunton,0.6043737,fineart -Dugald Sutherland MacColl,0.6042907,fineart -Titian,0.60426414,fineart -Ignacy Witkiewicz,0.6042259,fineart -Allie Brosh,0.6042061,digipa-high-impact -H.P. Lovecraft,0.6039597,digipa-high-impact -Andrée Ruellan,0.60395086,fineart -Ralph McQuarrie,0.60380936,fineart -Mead Schaeffer,0.6036558,fineart -Henri-Julien Dumont,0.571257,fineart -Kieron Gillen,0.6035093,fineart -Maginel Wright Enright Barney,0.6034306,nudity -Vincent Di Fate,0.6034131,fineart -Briton Rivière,0.6032918,fineart -Hajime Sorayama,0.60325956,nudity -Béla Czóbel,0.6031023,fineart -Edmund Blampied,0.603072,fineart -E. Simms Campbell,0.6030443,fineart -Hisui Sugiura,0.603034,fareast -Alan Davis,0.6029676,fineart -Glen Keane,0.60287905,cartoon -Frank Holl,0.6027312,fineart -Abbott Fuller Graves,0.6025608,fineart -Albert Servaes,0.60250103,black-white -Hovsep Pushman,0.5937487,fineart -Brian M. Viveros,0.60233414,fineart -Charles Fremont Conner,0.6023278,fineart -Francesco Furini,0.6022654,digipa-high-impact -Camille-Pierre Pambu Bodo,0.60191673,fineart -Yasushi Nirasawa,0.6016714,nudity -Charles Uzzell-Edwards,0.6014683,fineart -Abram Efimovich Arkhipov,0.60128385,fineart -Hedda Sterne,0.6011857,digipa-high-impact -Ben Aronson,0.6011548,fineart -Frank Frazetta,0.551121,nudity -Elizabeth Durack,0.6010842,fineart -Ian Miller,0.42153555,fareast -Charlie Bowater,0.4410439,special -Michael Carson,0.60039437,fineart -Walter Langley,0.6002273,fineart -Cornelis Anthonisz,0.6001956,fineart -Dorothy Elizabeth Bradford,0.6001929,fineart -J.C. Leyendecker,0.5791972,fineart -Willem van Haecht,0.59990716,fineart -Anna and Elena Balbusso,0.59955937,digipa-low-impact -Harrison Fisher,0.59952044,fineart -Bill Medcalf,0.59950054,fineart -Edward Arthur Walton,0.59945667,fineart -Alois Arnegger,0.5991994,fineart -Ray Caesar,0.59902894,digipa-high-impact -Karen Wallis,0.5990094,fineart -Emmanuel Shiu,0.51082766,digipa-med-impact -Thomas Struth,0.5988324,digipa-high-impact -Barbara Longhi,0.5985706,fineart -Richard Deacon,0.59851056,fineart -Constantin Hansen,0.5984213,fineart -Harold Shapinsky,0.5984175,fineart -George Dionysus Ehret,0.5983857,fineart -Doug Wildey,0.5983639,digipa-high-impact -Fernand Toussaint,0.5982694,fineart -Horatio Nelson Poole,0.5982614,fineart -Caesar van Everdingen,0.5981566,fineart -Eva Gonzalès,0.5981396,fineart -Franz Vohwinkel,0.5448179,fineart -Margaret Mee,0.5979592,fineart -Francis Focer Brown,0.59779185,fineart -Henry Moore,0.59767926,nudity -Scott Listfield,0.58795893,fineart -Nikolai Ge,0.5973643,fineart -Jacek Yerka,0.58198756,fineart -Margaret Brundage,0.5969077,fineart -JC Leyendecker,0.5620243,fineart -Ben Templesmith,0.5498991,digipa-high-impact -Armin Hansen,0.59669334,anime -Jean-Louis Prevost,0.5966897,fineart -Daphne Allen,0.59666026,fineart -Franz Karl Basler-Kopp,0.59663445,fineart -"Henry Ives Cobb, Jr.",0.596385,fineart -Michael Sowa,0.546285,fineart -Anna Füssli,0.59600973,fineart -György Rózsahegyi,0.59580946,fineart -Luis Royo,0.59566617,fineart -Émile Gallé,0.5955559,fineart -Antonio Mora,0.5334297,digipa-high-impact -Edward P. Beard Jr.,0.59543866,fineart -Jessica Rossier,0.54958373,special -André Thomkins,0.5343785,digipa-high-impact -David Macbeth Sutherland,0.5949968,fineart -Charles Liu,0.5949787,digipa-high-impact -Edi Rama,0.5949226,digipa-high-impact -Jacques Le Moyne,0.5948843,fineart -Egbert van der Poel,0.59488285,fineart -Georg Jensen,0.594782,digipa-high-impact -Anne Sudworth,0.5947539,fineart -Jan Pietersz Saenredam,0.59472525,fineart -Henryk Stażewski,0.5945748,fineart -André François,0.58402044,fineart -Alexander Runciman,0.5944449,digipa-high-impact -Thomas Kinkade,0.594391,fineart -Robert Williams,0.5567989,digipa-high-impact -George Gardner Symons,0.57431924,fineart -D. Alexander Gregory,0.5334464,fineart -Gerald Brom,0.52473724,fineart -Robert Hagan,0.59406,fineart -Ernest Crichlow,0.5940588,fineart -Viviane Sassen,0.5939927,digipa-high-impact -Enrique Simonet,0.5937546,fineart -Esther Blaikie MacKinnon,0.593747,digipa-high-impact -Jeff Kinney,0.59372896,scribbles -Igor Morski,0.5936732,digipa-high-impact -John Currin,0.5936216,fineart -Bob Ringwood,0.5935273,digipa-high-impact -Jordan Grimmer,0.44948143,digipa-low-impact -François Barraud,0.5933471,fineart -Helen Binyon,0.59331006,digipa-high-impact -Brenda Chamberlain,0.5932333,fineart -Candido Bido,0.59310603,fineart -Abraham Storck,0.5929502,fineart -Raphael,0.59278333,fineart -Larry Sultan,0.59273386,digipa-high-impact -Agostino Tassi,0.59265685,fineart -Alexander V. Kuprin,0.5925917,fineart -Frans Koppelaar,0.5658725,fineart -Richard Corben,0.59251785,fineart -David Gilmour Blythe,0.5924247,digipa-high-impact -František Kaván,0.5924211,fineart -Rob Liefeld,0.5921167,fineart -Ernő Rubik,0.5920297,fineart -Byeon Sang-byeok,0.59200096,fareast -Johfra Bosschart,0.5919376,fineart -Emil Lindenfeld,0.5761086,fineart -Howard Mehring,0.5917471,fineart -Gwenda Morgan,0.5915571,digipa-high-impact -Henry Asencio,0.5915404,fineart -"George Barret, Sr.",0.5914306,fineart -Andrew Ferez,0.5911011,fineart -Ed Brubaker,0.5910869,digipa-high-impact -George Reid,0.59095883,digipa-high-impact -Derek Gores,0.51769906,digipa-med-impact -Charles Rollier,0.5539186,fineart -Terry Oakes,0.590443,fineart -Thomas Blackshear,0.5078616,fineart -Albert Benois,0.5902705,nudity -Krenz Cushart,0.59026587,special -Jeff Koons,0.5902637,digipa-high-impact -Akihiko Yoshida,0.5901294,special -Anja Percival,0.45039332,digipa-low-impact -Eduard von Steinle,0.59008586,fineart -Alex Russell Flint,0.5900352,digipa-high-impact -Edward Okuń,0.5897297,fineart -Emma Lampert Cooper,0.5894849,fineart -Stuart Haygarth,0.58132994,digipa-high-impact -George French Angas,0.5434376,fineart -Edmund F. Ward,0.5892848,fineart -Eleanor Vere Boyle,0.58925456,digipa-high-impact -Evelyn Cheston,0.58924586,fineart -Edwin Dickinson,0.58921975,digipa-high-impact -Christophe Vacher,0.47325426,fineart -Anne Dewailly,0.58905107,fineart -Gertrude Greene,0.5862596,digipa-high-impact -Boris Groh,0.5888809,digipa-high-impact -Douglas Smith,0.588804,digipa-high-impact -Ian Hamilton Finlay,0.5887713,fineart -Derek Jarman,0.5887292,digipa-high-impact -Archibald Thorburn,0.5882001,fineart -Gillis d'Hondecoeter,0.58813053,fineart -I Ketut Soki,0.58801544,digipa-high-impact -Alex Schomburg,0.46614102,digipa-low-impact -Bastien L. Deharme,0.583349,special -František Jakub Prokyš,0.58782333,fineart -Jesper Ejsing,0.58782053,fineart -Odd Nerdrum,0.53551745,digipa-high-impact -Tom Lovell,0.5877577,fineart -Ayami Kojima,0.5877416,fineart -Peter Sculthorpe,0.5875696,fineart -Bernard D’Andrea,0.5874042,fineart -Denis Eden,0.58739066,digipa-high-impact -Alfons Walde,0.58728385,fineart -Jovana Rikalo,0.47006977,digipa-low-impact -Franklin Booth,0.5870834,fineart -Mat Collishaw,0.5870676,digipa-high-impact -Joseph Lorusso,0.586858,fineart -Helen Stevenson,0.454647,digipa-low-impact -Delaunay,0.58657396,fineart -H.R. Millar,0.58655745,fineart -E. Charlton Fortune,0.586376,fineart -Alson Skinner Clark,0.58631575,fineart -Stan And Jan Berenstain,0.5862361,digipa-high-impact -Howard Lyon,0.5862271,fineart -John Blanche,0.586182,fineart -Bernardo Cavallino,0.5858575,fineart -Tomasz Alen Kopera,0.5216588,fineart -Peter Gric,0.58583695,fineart -Guo Pei,0.5857794,fareast -James Turrell,0.5853901,digipa-high-impact -Alexandr Averin,0.58533764,fineart -Bertalan Székely,0.5548113,digipa-high-impact -Brothers Hildebrandt,0.5850233,fineart -Ed Roth,0.5849769,digipa-high-impact -Enki Bilal,0.58492255,fineart -Alan Lee,0.5848701,fineart -Charles H. Woodbury,0.5848688,fineart -André Charles Biéler,0.5847876,fineart -Annie Rose Laing,0.5597829,fineart -Matt Fraction,0.58463776,cartoon -Charles Alston,0.58453286,fineart -Frank Xavier Leyendecker,0.545465,fineart -Alfred Richard Gurrey,0.584306,fineart -Dan Mumford,0.5843051,cartoon -Francisco Martín,0.5842005,fineart -Alvaro Siza,0.58406967,digipa-high-impact -Frank J. Girardin,0.5839858,fineart -Henry Carr,0.58397424,digipa-high-impact -Charles Furneaux,0.58394694,fineart -Daniel F. Gerhartz,0.58389103,fineart -Gilberto Soren Zaragoza,0.5448442,fineart -Bart Sears,0.5838427,cartoon -Allison Bechdel,0.58383805,digipa-high-impact -Frank O'Meara,0.5837992,fineart -Charles Codman,0.5836579,fineart -Francisco Zúñiga,0.58359766,fineart -Vladimir Kush,0.49075457,fineart -Arnold Mesches,0.5834257,fineart -Frank McKelvey,0.5831641,fineart -Allen Butler Talcott,0.5830911,fineart -Eric Zener,0.58300316,fineart -Noah Bradley,0.44176096,digipa-low-impact -Robert Childress,0.58289623,fineart -Frances C. Fairman,0.5827239,fineart -Kathryn Morris Trotter,0.465856,digipa-low-impact -Everett Raymond Kinstler,0.5824819,fineart -Edward Mitchell Bannister,0.5804899,fineart -"George Barret, Jr.",0.5823128,fineart -Greg Hildebrandt,0.4271311,fineart -Anka Zhuravleva,0.5822078,digipa-high-impact -Rolf Armstrong,0.58217514,fineart -Eric Wallis,0.58191466,fineart -Clemens Ascher,0.5480207,digipa-high-impact -Hugo Kārlis Grotuss,0.5818766,fineart -Albert Paris Gütersloh,0.5817827,fineart -Hilda May Gordon,0.5817449,fineart -Hendrik Martenszoon Sorgh,0.5817126,fineart -Pipilotti Rist,0.5816868,digipa-high-impact -Hiroyuki Tajima,0.5816242,fareast -Igor Zenin,0.58159757,digipa-high-impact -Genevieve Springston Lynch,0.4979099,digipa-med-impact -Dan Witz,0.44476372,fineart -David Roberts,0.5255326,fineart -Frieke Janssens,0.5706969,digipa-high-impact -Arnold Schoenberg,0.56520367,fineart -Inoue Naohisa,0.5809933,fareast -Elfriede Lohse-Wächtler,0.58097905,fineart -Alex Ross,0.42460668,digipa-low-impact -Robert Irwin,0.58078,c -Charles Angrand,0.58077514,fineart -Anne Nasmyth,0.54221964,fineart -Henri Bellechose,0.5773891,fineart -De Hirsh Margules,0.58059025,fineart -Hiromitsu Takahashi,0.5805599,fareast -Ilya Kuvshinov,0.5805521,special -Cassius Marcellus Coolidge,0.5805516,c -Dorothy Burroughes,0.5804835,fineart -Emanuel de Witte,0.58027405,fineart -George Herbert Baker,0.5799624,digipa-high-impact -Cheng Zhengkui,0.57990086,fareast -Bernard Fleetwood-Walker,0.57987773,digipa-high-impact -Philippe Parreno,0.57985014,digipa-high-impact -Thornton Oakley,0.57969713,fineart -Greg Rutkowski,0.5203395,special -Ike no Taiga,0.5795857,anime -Eduardo Lefebvre Scovell,0.5795808,fineart -Adolfo Müller-Ury,0.57944727,fineart -Patrick Woodroffe,0.5228063,fineart -Wim Crouwel,0.57933235,digipa-high-impact -Colijn de Coter,0.5792779,fineart -François Boquet,0.57924724,fineart -Gerbrand van den Eeckhout,0.57897866,fineart -Eugenio Granell,0.5392264,fineart -Kuang Hong,0.5782304,digipa-high-impact -Justin Gerard,0.46685404,fineart -Tokujin Yoshioka,0.5779153,digipa-high-impact -Alan Bean,0.57788515,fineart -Ernest Biéler,0.5778079,fineart -Martin Deschambault,0.44401115,digipa-low-impact -Anna Boch,0.577735,fineart -Jack Davis,0.5775291,fineart -Félix Labisse,0.5775142,fineart -Greg Simkins,0.5679761,fineart -David Lynch,0.57751054,digipa-low-impact -Eizō Katō,0.5774127,digipa-high-impact -Grethe Jürgens,0.5773412,digipa-high-impact -Heinrich Bichler,0.5770147,fineart -Barbara Nasmyth,0.5446056,fineart -Domenico Induno,0.5583946,fineart -Gustave Baumann,0.5607866,fineart -Mike Mayhew,0.5765857,cartoon -Delmer J. Yoakum,0.576538,fineart -Aykut Aydogdu,0.43111503,digipa-low-impact -George Barker,0.5763551,fineart -Ernő Grünbaum,0.57634187,fineart -Eliseu Visconti,0.5763241,fineart -Esao Andrews,0.5761547,fineart -JennyBird Alcantara,0.49165845,digipa-med-impact -Joan Tuset,0.5761051,fineart -Angela Barrett,0.55976534,digipa-high-impact -Syd Mead,0.5758396,fineart -Ignacio Bazan-Lazcano,0.5757512,fineart -Franciszek Kostrzewski,0.57570386,fineart -Eero Järnefelt,0.57540673,fineart -Loretta Lux,0.56217635,digipa-high-impact -Gaudi,0.57519895,fineart -Charles Gleyre,0.57490873,fineart -Antoine Verney-Carron,0.56386137,fineart -Albert Edelfelt,0.57466495,fineart -Fabian Perez,0.57444525,fineart -Kevin Sloan,0.5737548,fineart -Stanislav Poltavsky,0.57434607,fineart -Abraham Hondius,0.574326,fineart -Tadao Ando,0.57429105,fareast -Fyodor Slavyansky,0.49796474,digipa-med-impact -David Brewster,0.57385933,digipa-high-impact -Cliff Chiang,0.57375133,digipa-high-impact -Drew Struzan,0.5317983,digipa-high-impact -Henry O. Tanner,0.5736586,fineart -Alberto Sughi,0.5736495,fineart -Albert J. Welti,0.5736257,fineart -Charles Mahoney,0.5735923,digipa-high-impact -Exekias,0.5734506,fineart -Felipe Seade,0.57342744,digipa-high-impact -Henriette Wyeth,0.57330644,digipa-high-impact -Harold Sandys Williamson,0.5443646,fineart -Eddie Campbell,0.57329535,digipa-high-impact -Gao Fenghan,0.5732926,fareast -Cynthia Sheppard,0.51099646,fineart -Henriette Grindat,0.573179,fineart -Yasutomo Oka,0.5731342,fareast -Celia Frances Bedford,0.57313216,fineart -Les Edwards,0.42068473,fineart -Edwin Deakin,0.5031717,fineart -Eero Saarinen,0.5725142,digipa-high-impact -Franciszek Smuglewicz,0.5722554,fineart -Doris Blair,0.57221186,fineart -Seb Mckinnon,0.51721895,digipa-med-impact -Gregorio Lazzarini,0.57204294,fineart -Gerard Sekoto,0.5719927,fineart -Francis Ernest Jackson,0.5506009,fineart -Simon Birch,0.57171595,digipa-high-impact -Bayard Wu,0.57171166,fineart -François Clouet,0.57162094,fineart -Christopher Wren,0.5715372,fineart -Evgeny Lushpin,0.5714827,special -Art Green,0.5714495,digipa-high-impact -Amy Judd,0.57142305,digipa-high-impact -Art Brenner,0.42619684,digipa-low-impact -Travis Louie,0.43916368,digipa-low-impact -James Jean,0.5457318,digipa-high-impact -Ewald Rübsamen,0.57083976,fineart -Donato Giancola,0.57052535,fineart -Carl Arnold Gonzenbach,0.5703996,fineart -Bastien Lecouffe-Deharme,0.5201288,fineart -Howard Chandler Christy,0.5702813,nudity -Dean Cornwell,0.56977296,fineart -Don Maitz,0.4743015,fineart -James Montgomery Flagg,0.56974065,fineart -Andreas Levers,0.42125136,digipa-low-impact -Edgar Schofield Baum,0.56965977,fineart -Alan Parry,0.5694952,digipa-high-impact -An Zhengwen,0.56942475,fareast -Alayna Lemmer,0.48293802,fineart -Edward Marshall Boehm,0.5530143,fineart -Henri Biva,0.54013556,nudity -Fiona Rae,0.4646715,digipa-low-impact -Elizabeth Jane Lloyd,0.5688463,digipa-high-impact -Franklin Carmichael,0.5687844,digipa-high-impact -Dionisius,0.56875896,fineart -Edwin Georgi,0.56868523,fineart -Jenny Saville,0.5686633,fineart -Ernest Hébert,0.56859314,fineart -Stephan Martiniere,0.56856346,digipa-high-impact -Huang Binhong,0.56841767,fineart -August Lemmer,0.5683548,fineart -Camille Bouvagne,0.5678048,fineart -Olga Skomorokhova,0.39401102,digipa-low-impact -Sacha Goldberger,0.5675477,digipa-high-impact -Hilda Annetta Walker,0.5675261,digipa-high-impact -Harvey Pratt,0.51314723,digipa-med-impact -Jean Bourdichon,0.5670543,fineart -Noriyoshi Ohrai,0.56690073,fineart -Kadir Nelson,0.5669006,n -Ilya Ostroukhov,0.5668801,fineart -Eugène Brands,0.56681967,fineart -Achille Leonardi,0.56674325,fineart -Franz Cižek,0.56670356,fineart -George Paul Chalmers,0.5665988,digipa-high-impact -Serge Marshennikov,0.5665971,digipa-high-impact -Mike Worrall,0.56641084,fineart -Dirck van Delen,0.5661764,fineart -Peter Andrew Jones,0.5661655,fineart -Rafael Albuquerque,0.56541103,fineart -Daniel Buren,0.5654043,fineart -Giuseppe Grisoni,0.5432699,fineart -George Fiddes Watt,0.55861616,fineart -Stan Lee,0.5651268,digipa-high-impact -Dorning Rasbotham,0.56511617,fineart -Albert Lynch,0.56497896,fineart -Lorenz Hideyoshi,0.56494075,fineart -Fenghua Zhong,0.56492203,fareast -Caroline Lucy Scott,0.49190843,digipa-med-impact -Victoria Crowe,0.5647996,digipa-high-impact -Hasegawa Settan,0.5647092,fareast -Dennis H. Farber,0.56453323,digipa-high-impact -Dick Bickenbach,0.5644289,fineart -Art Frahm,0.56439924,fineart -Edith Edmonds,0.5643151,fineart -Alfred Heber Hutty,0.56419206,fineart -Henry Tonks,0.56410825,fineart -Peter Howson,0.5640759,fineart -Albert Dorne,0.56395364,fineart -Arthur Adams,0.5639404,fineart -Bernt Tunold,0.56383425,digipa-high-impact -Gianluca Foli,0.5637317,digipa-high-impact -Vittorio Matteo Corcos,0.5636767,fineart -Béla Iványi-Grünwald,0.56355745,nudity -Feng Zhu,0.5634973,fineart -Sam Kieth,0.47251505,digipa-low-impact -Charles Crodel,0.5633834,fineart -Elsie Henderson,0.56310076,digipa-high-impact -George Earl Ortman,0.56295705,fineart -Tari Márk Dávid,0.562937,fineart -Betty Merken,0.56281745,digipa-high-impact -Cecile Walton,0.46672013,digipa-low-impact -Bracha L. Ettinger,0.56237936,fineart -Ken Fairclough,0.56230986,digipa-high-impact -Phil Koch,0.56224954,digipa-high-impact -George Pirie,0.56213045,digipa-high-impact -Chad Knight,0.56194013,digipa-high-impact -Béla Kondor,0.5427164,digipa-high-impact -Barclay Shaw,0.53689134,digipa-high-impact -Tim Hildebrandt,0.47194147,fineart -Hermann Rüdisühli,0.56104004,digipa-high-impact -Ian McQue,0.5342066,digipa-high-impact -Yanjun Cheng,0.5607171,fineart -Heinrich Hofmann,0.56060636,fineart -Henry Raleigh,0.5605958,fineart -Ernest Buckmaster,0.5605704,fineart -Charles Ricketts,0.56055415,fineart -Juergen Teller,0.56051147,digipa-high-impact -Auguste Mambour,0.5604873,fineart -Sean Yoro,0.5601486,digipa-high-impact -Sheilah Beckett,0.55995446,digipa-high-impact -Eugene Tertychnyi,0.5598978,fineart -Dr. Seuss,0.5597466,c -Adolf Wölfli,0.5372333,digipa-high-impact -Enrique Tábara,0.559323,fineart -Dionisio Baixeras Verdaguer,0.5590695,fineart -Aleksander Gierymski,0.5590013,fineart -Augustus Dunbier,0.55872476,fineart -Adolf Born,0.55848217,fineart -Chris Turnham,0.5584234,digipa-high-impact -James C Christensen,0.55837405,fineart -Daphne Fedarb,0.5582459,digipa-high-impact -Andre Kohn,0.5581832,special -Ron Mueck,0.5581811,nudity -Glenn Fabry,0.55786383,fineart -Elizabeth Polunin,0.5578102,digipa-high-impact -Charles S. Kaelin,0.5577954,fineart -Arthur Radebaugh,0.5577016,fineart -Ai Yazawa,0.55768114,fareast -Charles Roka,0.55762553,fineart -Ai Weiwei,0.5576034,digipa-high-impact -Dorothy Bradford,0.55760014,digipa-high-impact -Alfred Leslie,0.557555,fineart -Heinrich Herzig,0.5574423,fineart -Eliot Hodgkin,0.55740607,digipa-high-impact -Albert Kotin,0.55737317,fineart -Carlo Carlone,0.55729353,fineart -Chen Rong,0.5571221,fineart -Ikuo Hirayama,0.5570225,digipa-high-impact -Edward Corbett,0.55701995,nudity -Eugeniusz Żak,0.556925,nudity -Ettore Tito,0.556875,fineart -Helene Knoop,0.5567731,fineart -Amanda Sage,0.37731662,fareast -Annick Bouvattier,0.54647046,fineart -Harvey Dunn,0.55663586,fineart -Hans Sandreuter,0.5562575,digipa-high-impact -Ruan Jia,0.5398549,special -Anton Räderscheidt,0.55618906,fineart -Tyler Shields,0.4081434,digipa-low-impact -Darek Zabrocki,0.49975997,digipa-med-impact -Frank Montague Moore,0.5556432,fineart -Greg Staples,0.5555332,fineart -Endre Bálint,0.5553731,fineart -Augustus Vincent Tack,0.5136602,fineart -Marc Simonetti,0.48602036,fineart -Carlo Randanini,0.55493265,digipa-high-impact -Diego Dayer,0.5549119,fineart -Kelly Freas,0.55476534,fineart -Thomas Saliot,0.5139967,digipa-med-impact -Gijsbert d'Hondecoeter,0.55455256,fineart -Walter Kim,0.554521,digipa-high-impact -Francesco Cozza,0.5155097,digipa-med-impact -Bill Watterson,0.5542879,digipa-high-impact -Mark Keathley,0.4824056,fineart -Béni Ferenczy,0.55405354,digipa-high-impact -Amadou Opa Bathily,0.5536976,n -Giuseppe Antonio Petrini,0.55340284,fineart -Enzo Cucchi,0.55331933,digipa-high-impact -Adolf Schrödter,0.55316544,fineart -George Benjamin Luks,0.548566,fineart -Glenys Cour,0.55304,digipa-high-impact -Andrew Robertson,0.5529603,digipa-high-impact -Claude Rogers,0.55272067,digipa-high-impact -Alexandre Antigna,0.5526737,fineart -Aimé Barraud,0.55265915,digipa-high-impact -György Vastagh,0.55258965,fineart -Bruce Nauman,0.55257386,digipa-high-impact -Benjamin Block,0.55251944,digipa-high-impact -Gonzalo Endara Crow,0.552346,digipa-high-impact -Dirck de Bray,0.55221736,fineart -Gerald Kelley,0.5521059,digipa-high-impact -Dave Gibbons,0.5520954,digipa-high-impact -Béla Nagy Abodi,0.5520624,digipa-high-impact -Faith 47,0.5517006,digipa-high-impact -Anna Razumovskaya,0.5229187,digipa-med-impact -Archibald Robertson,0.55129635,digipa-high-impact -Louise Dahl-Wolfe,0.55120385,digipa-high-impact -Simon Bisley,0.55119276,digipa-high-impact -Eric Fischl,0.55107886,fineart -Hu Zaobin,0.5510481,fareast -Béla Pállik,0.5507963,digipa-high-impact -Eugene J. Martin,0.55078864,fineart -Friedrich Gauermann,0.55063415,fineart -Fritz Baumann,0.5341434,fineart -Michal Lisowski,0.5505639,fineart -Paolo Roversi,0.5503342,digipa-high-impact -Andrew Atroshenko,0.55009747,fineart -Gyula Derkovits,0.5500315,fineart -Hugh Adam Crawford,0.55000615,digipa-high-impact -Béla Apáti Abkarovics,0.5499799,digipa-high-impact -Paul Chadeisson,0.389151,digipa-low-impact -Aurél Bernáth,0.54968774,fineart -Albert Henry Krehbiel,0.54952574,fineart -Piet Hein Eek,0.54918796,digipa-high-impact -Yoshitaka Amano,0.5491855,fareast -Antonio Rotta,0.54909515,fineart -Józef Mehoffer,0.50760424,fineart -Donald Sherwood,0.5490415,digipa-high-impact -Catrin G Grosse,0.5489286,digipa-high-impact -Arthur Webster Emerson,0.5478842,fineart -Incarcerated Jerkfaces,0.5488423,digipa-high-impact -Emanuel Büchel,0.5487217,fineart -Andrew Loomis,0.54854584,fineart -Charles Hopkinson,0.54853606,fineart -Gabor Szikszai,0.5485203,digipa-high-impact -Archibald Standish Hartrick,0.54850936,digipa-high-impact -Aleksander Orłowski,0.546705,nudity -Hans Hinterreiter,0.5483628,fineart -Fred Williams,0.54544824,fineart -Fred A. Precht,0.5481606,fineart -Camille Souter,0.5213742,fineart -Emil Fuchs,0.54807395,fineart -Francesco Bonsignori,0.5478936,fineart -H. R. (Hans Ruedi) Giger,0.547799,fineart -Harriet Zeitlin,0.5477388,digipa-high-impact -Christian Jane Fergusson,0.5396168,fineart -Edward Kemble,0.5476892,fineart -Bernard Aubertin,0.5475396,fineart -Augustyn Mirys,0.5474162,fineart -Alejandro Burdisio,0.47482288,special -Erin Hanson,0.4343264,digipa-low-impact -Amalia Lindegren,0.5471987,digipa-high-impact -Alberto Seveso,0.47735062,fineart -Bartholomeus Strobel,0.54703736,fineart -Jim Davis,0.54703003,digipa-high-impact -Antony Gormley,0.54696125,digipa-high-impact -Charles Marion Russell,0.54696095,fineart -George B. Sutherland,0.5467901,fineart -Almada Negreiros,0.54670584,fineart -Edward Armitage,0.54358315,fineart -Bruno Walpoth,0.546167,digipa-high-impact -Richard Hamilton,0.5461275,nudity -Charles Harold Davis,0.5460415,digipa-high-impact -Fernand Verhaegen,0.54601514,fineart -Bernard Meninsky,0.5302034,digipa-high-impact -Fede Galizia,0.5456873,digipa-high-impact -Alfred Kelsner,0.5455753,nudity -Fritz Puempin,0.5452847,fineart -Alfred Charles Parker,0.54521024,fineart -Ahmed Yacoubi,0.544767,digipa-high-impact -Arthur B. Carles,0.54447794,fineart -Alice Prin,0.54435575,digipa-high-impact -Carl Gustaf Pilo,0.5443212,digipa-high-impact -Ross Tran,0.5259248,special -Hideyuki Kikuchi,0.544193,fareast -Art Fitzpatrick,0.49847245,fineart -Cherryl Fountain,0.5440454,fineart -Skottie Young,0.5440119,cartoon -NC Wyeth,0.54382974,digipa-high-impact -Rudolf Freund,0.5437342,fineart -Mort Kunstler,0.5433619,digipa-high-impact -Ben Goossens,0.53002644,digipa-high-impact -Andreas Rocha,0.49621177,special -Gérard Ernest Schneider,0.5429964,fineart -Francesco Filippini,0.5429598,digipa-high-impact -Alejandro Jodorowsky,0.5429065,digipa-high-impact -Friedrich Traffelet,0.5428817,fineart -Honor C. Appleton,0.5428735,digipa-high-impact -Jason A. Engle,0.542821,fineart -Henry Otto Wix,0.54271996,fineart -Gregory Manchess,0.54270375,fineart -Ann Stookey,0.54269934,digipa-high-impact -Henryk Rodakowski,0.542589,fineart -Albert Welti,0.5425134,digipa-high-impact -Gerard Houckgeest,0.5424413,digipa-high-impact -Dorothy Hood,0.54226196,digipa-high-impact -Frank Schoonover,0.51056194,fineart -Erlund Hudson,0.5422107,digipa-high-impact -Alexander Litovchenko,0.54210097,fineart -Sakai Hōitsu,0.5420294,digipa-high-impact -Benito Quinquela Martín,0.54194224,fineart -David Watson Stevenson,0.54191554,fineart -Ann Thetis Blacker,0.5416629,digipa-high-impact -Frank DuMond,0.51004076,digipa-med-impact -David Dougal Williams,0.5410126,digipa-high-impact -Robert Mcginnis,0.54098356,fineart -Ernest Briggs,0.5408636,fineart -Ferenc Joachim,0.5408625,fineart -Carlos Saenz de Tejada,0.47332364,digipa-low-impact -David Burton-Richardson,0.49659324,digipa-med-impact -Ernest Heber Thompson,0.54039246,digipa-high-impact -Albert Bertelsen,0.54038215,nudity -Giorgio Giulio Clovio,0.5403708,fineart -Eugene Leroy,0.54019785,digipa-high-impact -Anna Findlay,0.54018176,digipa-high-impact -Roy Gjertson,0.54012,digipa-high-impact -Charmion von Wiegand,0.5400893,fineart -Arnold Bronckhorst,0.526247,fineart -Boris Vallejo,0.487253,fineart -Adélaïde Victoire Hall,0.539939,fineart -Earl Norem,0.5398575,fineart -Sanford Kossin,0.53977877,digipa-high-impact -Aert de Gelder,0.519166,digipa-med-impact -Carl Eugen Keel,0.539739,digipa-high-impact -Francis Bourgeois,0.5397272,digipa-high-impact -Bojan Jevtic,0.41141546,fineart -Edward Avedisian,0.5393925,fineart -Gao Xiang,0.5392419,fareast -Charles Hinman,0.53911865,digipa-high-impact -Frits Van den Berghe,0.53896487,fineart -Carlo Martini,0.5384833,digipa-high-impact -Elina Karimova,0.5384318,digipa-high-impact -Anto Carte,0.4708289,digipa-low-impact -Andrey Yefimovich Martynov,0.537721,fineart -Frances Jetter,0.5376904,fineart -Yuri Ivanovich Pimenov,0.5342793,fineart -Gaston Anglade,0.537608,digipa-high-impact -Albert Swinden,0.5375844,fineart -Bob Byerley,0.5375774,fineart -A.B. Frost,0.5375025,fineart -Jaya Suberg,0.5372893,digipa-high-impact -Josh Keyes,0.53654516,digipa-high-impact -Juliana Huxtable,0.5364195,n -Everett Warner,0.53641814,digipa-high-impact -Hugh Kretschmer,0.45171157,digipa-low-impact -Arnold Blanch,0.535774,fineart -Ryan McGinley,0.53572595,digipa-high-impact -Alfons Karpiński,0.53564656,fineart -George Aleef,0.5355317,digipa-high-impact -Hal Foster,0.5351446,fineart -Stuart Immonen,0.53501946,digipa-high-impact -Craig Thompson,0.5346844,digipa-high-impact -Bartolomeo Vivarini,0.53465015,fineart -Hermann Feierabend,0.5346168,digipa-high-impact -Antonio Donghi,0.4610982,digipa-low-impact -Adonna Khare,0.4858036,digipa-med-impact -James Stokoe,0.5015107,digipa-med-impact -Agustín Fernández,0.53403986,fineart -Germán Londoño,0.5338712,fineart -Emmanuelle Moureaux,0.5335641,digipa-high-impact -Conrad Marca-Relli,0.5148334,digipa-med-impact -Gyula Batthyány,0.5332407,fineart -Francesco Raibolini,0.53314835,fineart -Apelles,0.5166026,fineart -Marat Latypov,0.45811993,fineart -Andrei Markin,0.5328752,fineart -Einar Hakonarson,0.5328311,digipa-high-impact -Beatrice Huntington,0.5328165,digipa-high-impact -Coppo di Marcovaldo,0.5327443,fineart -Gregorio Prestopino,0.53250784,fineart -A.D.M. Cooper,0.53244877,digipa-high-impact -Horatio McCulloch,0.53244334,digipa-high-impact -Wes Anderson,0.5318741,digipa-high-impact -Moebius,0.53178746,digipa-high-impact -Gerard Soest,0.53160626,fineart -Charles Ellison,0.53152347,digipa-high-impact -Wojciech Ostrycharz,0.5314213,fineart -Doug Chiang,0.5313724,fineart -Anne Savage,0.5310638,digipa-high-impact -Cor Melchers,0.53099334,fineart -Gordon Browne,0.5308195,digipa-high-impact -Augustus Earle,0.49196815,fineart -Carlos Francisco Chang Marín,0.5304734,fineart -Larry Elmore,0.53032553,fineart -Adolf Hölzel,0.5303149,fineart -David Ligare,0.5301894,fineart -Jan Luyken,0.52985555,fineart -Earle Bergey,0.5298525,fineart -David Ramsay Hay,0.52974963,digipa-high-impact -Alfred East,0.5296565,digipa-high-impact -A. R. Middleton Todd,0.50988734,fineart -Giorgio De Vincenzi,0.5291678,fineart -Hugh William Williams,0.5291014,digipa-high-impact -Erwin Bowien,0.52895796,digipa-high-impact -Victor Adame Minguez,0.5288686,fineart -Yoji Shinkawa,0.5287015,anime -Clara Weaver Parrish,0.5284487,digipa-high-impact -Albert Eckhout,0.5284096,fineart -Dorothy Coke,0.5282345,digipa-high-impact -Jerzy Duda-Gracz,0.5279943,digipa-high-impact -Byron Galvez,0.39178842,fareast -Alson S. Clark,0.5278568,digipa-high-impact -Adolf Ulric Wertmüller,0.5278296,digipa-high-impact -Bruce Coville,0.5277226,digipa-high-impact -Gong Kai,0.5276811,digipa-high-impact -Andréi Arinouchkine,0.52763486,digipa-high-impact -Florence Engelbach,0.5273161,digipa-high-impact -Brian Froud,0.5270276,fineart -Charles Thomson,0.5270127,digipa-high-impact -Bessie Wheeler,0.5269164,digipa-high-impact -Anton Lehmden,0.5268611,fineart -Emilia Wilk,0.5264961,fineart -Carl Eytel,0.52646196,digipa-high-impact -Alfred Janes,0.5264481,digipa-high-impact -Julie Bell,0.49962538,fineart -Eugenio de Arriba,0.52613926,digipa-high-impact -Samuel and Joseph Newsom,0.52595663,digipa-high-impact -Hans Falk,0.52588874,digipa-high-impact -Guillermo del Toro,0.52565175,digipa-high-impact -Félix Arauz,0.52555984,digipa-high-impact -Gyula Basch,0.52524436,digipa-high-impact -Haroon Mirza,0.5252279,digipa-high-impact -Du Jin,0.5249934,digipa-med-impact -Harry Shoulberg,0.5249456,digipa-med-impact -Arie Smit,0.5249027,fineart -Ahmed Karahisari,0.4259451,digipa-low-impact -Brian and Wendy Froud,0.5246335,fineart -E. William Gollings,0.52461207,digipa-med-impact -Bo Bartlett,0.51341593,digipa-med-impact -Hans Burgkmair,0.52416867,digipa-med-impact -David Macaulay,0.5241233,digipa-med-impact -Benedetto Caliari,0.52370214,digipa-med-impact -Eliott Lilly,0.5235398,digipa-med-impact -Vincent Tanguay,0.48578292,digipa-med-impact -Ada Hill Walker,0.52207166,fineart -Christopher Wood,0.49360397,digipa-med-impact -Kris Kuksi,0.43938053,digipa-low-impact -Chen Yifei,0.5217867,fineart -Margaux Valonia,0.5217782,digipa-med-impact -Antoni Pitxot,0.40582713,digipa-low-impact -Jhonen Vasquez,0.5216471,digipa-med-impact -Emilio Grau Sala,0.52156484,fineart -Henry B. Christian,0.52153796,fineart -Jacques Nathan-Garamond,0.52144086,digipa-med-impact -Eddie Mendoza,0.4949638,digipa-med-impact -Grzegorz Rutkowski,0.48906532,special -Beeple,0.40085253,digipa-low-impact -Giorgio Cavallon,0.5209209,digipa-med-impact -Godfrey Blow,0.52062386,digipa-med-impact -Gabriel Dawe,0.5204431,fineart -Emile Lahner,0.5202367,digipa-med-impact -Steve Dillon,0.5201676,digipa-med-impact -Lee Quinones,0.4626683,digipa-low-impact -Hale Woodruff,0.52000225,digipa-med-impact -Tom Hammick,0.5032626,digipa-med-impact -Hamilton Sloan,0.5197798,digipa-med-impact -Caesar Andrade Faini,0.51971483,digipa-med-impact -Sam Spratt,0.48991,digipa-med-impact -Chris Cold,0.4753577,fineart -Alejandro Obregón,0.5190562,digipa-med-impact -Dan Flavin,0.51901346,digipa-med-impact -Arthur Sarnoff,0.5189428,fineart -Elenore Abbott,0.5187141,digipa-med-impact -Andrea Kowch,0.51822996,digipa-med-impact -Demetrios Farmakopoulos,0.5181248,digipa-med-impact -Alexis Grimou,0.41958088,digipa-low-impact -Lesley Vance,0.5177536,digipa-med-impact -Gyula Aggházy,0.517747,fineart -Georgina Hunt,0.46105456,digipa-low-impact -Christian W. Staudinger,0.4684662,digipa-low-impact -Abraham Begeyn,0.5172538,digipa-med-impact -Charles Mozley,0.5171356,digipa-med-impact -Elias Ravanetti,0.38719344,digipa-low-impact -Herman van Swanevelt,0.5168748,digipa-med-impact -David Paton,0.4842217,digipa-med-impact -Hans Werner Schmidt,0.51671976,digipa-med-impact -Bob Ross,0.51628315,fineart -Sou Fujimoto,0.5162528,fareast -Balcomb Greene,0.5162045,digipa-med-impact -Glen Angus,0.51609933,digipa-med-impact -Buckminster Fuller,0.51607454,digipa-med-impact -Andrei Ryabushkin,0.5158933,fineart -Almeida Júnior,0.515856,digipa-med-impact -Tim White,0.4182697,digipa-low-impact -Hans Beat Wieland,0.51553553,digipa-med-impact -Jakub Różalski,0.5154904,digipa-med-impact -John Whitcomb,0.51523805,digipa-med-impact -Dorothy King,0.5150925,digipa-med-impact -Richard S. Johnson,0.51500344,fineart -Aniello Falcone,0.51475304,digipa-med-impact -Henning Jakob Henrik Lund,0.5147134,c -Robert M Cunningham,0.5144858,digipa-med-impact -Nick Knight,0.51447505,digipa-med-impact -David Chipperfield,0.51424,digipa-med-impact -Bartolomeo Cesi,0.5136737,digipa-med-impact -Bettina Heinen-Ayech,0.51334465,digipa-med-impact -Annabel Kidston,0.51327646,digipa-med-impact -Charles Schridde,0.51308405,digipa-med-impact -Samuel Earp,0.51305825,digipa-med-impact -Eugene Montgomery,0.5128343,digipa-med-impact -Alfred Parsons,0.5127445,digipa-med-impact -Anton Möller,0.5127209,digipa-med-impact -Craig Davison,0.499598,special -Cricorps Grégoire,0.51267076,fineart -Celia Fiennes,0.51266706,digipa-med-impact -Raymond Swanland,0.41350424,fineart -Howard Knotts,0.5122062,digipa-med-impact -Helmut Federle,0.51201206,digipa-med-impact -Tyler Edlin,0.44028252,digipa-high-impact -Elwood H. Smith,0.5119027,digipa-med-impact -Ralph Horsley,0.51142794,fineart -Alexander Ivanov,0.4539051,digipa-low-impact -Cedric Peyravernay,0.4200587,digipa-low-impact -Annabel Eyres,0.51136214,digipa-med-impact -Zack Snyder,0.51129746,digipa-med-impact -Gentile Bellini,0.511102,digipa-med-impact -Giovanni Pelliccioli,0.4868688,digipa-med-impact -Fikret Muallâ Saygı,0.510694,digipa-med-impact -Bauhaus,0.43454266,digipa-low-impact -Charles Williams,0.510406,digipa-med-impact -Georg Arnold-Graboné,0.5103381,digipa-med-impact -Fedot Sychkov,0.47935224,digipa-med-impact -Alberto Magnelli,0.5103212,digipa-med-impact -Aloysius O'Kelly,0.5102891,digipa-med-impact -Alexander McQueen,0.5101986,digipa-med-impact -Cam Sykes,0.510071,digipa-med-impact -George Lucas,0.510038,digipa-med-impact -Eglon van der Neer,0.5099339,digipa-med-impact -Christian August Lorentzen,0.50989646,digipa-med-impact -Eleanor Best,0.50966686,digipa-med-impact -Terry Redlin,0.474244,fineart -Ken Kelly,0.4304738,fineart -David 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Gilbert,0.44399196,digipa-low-impact -Carey Morris,0.44388965,digipa-low-impact -Ignat Bednarik,0.4438085,digipa-low-impact -Frank Buchser,0.44373792,digipa-low-impact -Ben Zoeller,0.44368798,digipa-low-impact -Adam Szentpétery,0.4434548,fineart -Gene Davis,0.44343877,digipa-low-impact -Fei Danxu,0.4433627,fareast -Andrei Kolkoutine,0.44328922,digipa-low-impact -Bruce Onobrakpeya,0.42588046,n -Christoph Amberger,0.38912287,digipa-low-impact -"Fred Mitchell,",0.4432277,digipa-low-impact -Klaus Burgle,0.44295216,digipa-low-impact -Carl Hoppe,0.44270635,digipa-low-impact -Caroline Gotch,0.44263047,digipa-low-impact -Hans Mertens,0.44260004,digipa-low-impact -Mandy Disher,0.44219893,fineart -Sarah Lucas,0.4420507,digipa-low-impact -Sydney Edmunds,0.44198513,digipa-low-impact -Amos Ferguson,0.4418735,digipa-low-impact -Alton Tobey,0.4416385,digipa-low-impact -Clifford Ross,0.44139367,digipa-low-impact -Henric Trenk,0.4412782,digipa-low-impact -Claire Hummel,0.44119984,digipa-low-impact -Norman Foster,0.4411899,digipa-low-impact -Carmen Saldana,0.44076762,digipa-low-impact -Michael Whelan,0.4372847,digipa-low-impact -Carlos Berlanga,0.440354,digipa-low-impact -Gilles Beloeil,0.43997732,digipa-low-impact -Ashley Wood,0.4398396,digipa-low-impact -David Allan,0.43969798,digipa-low-impact -Mark Lovett,0.43922082,digipa-low-impact -Jed Henry,0.43882954,digipa-low-impact -Adam Bruce Thomson,0.43847767,digipa-low-impact -Horst Antes,0.4384303,digipa-low-impact -Fritz Glarner,0.43787453,digipa-low-impact -Harold McCauley,0.43760818,digipa-low-impact -Estuardo Maldonado,0.437594,digipa-low-impact -Dai Jin,0.4375449,fareast -Fabien Charuau,0.43688047,digipa-low-impact -Chica Macnab,0.4365166,digipa-low-impact -Jim Burns,0.3975072,digipa-low-impact -Santiago Calatrava,0.43651623,digipa-low-impact -Robert Maguire,0.40926617,digipa-low-impact -Cliff Childs,0.43611953,digipa-low-impact -Charles Martin,0.43582463,fareast -Elbridge Ayer Burbank,0.43572164,digipa-low-impact -Anita Kunz,0.4356005,digipa-low-impact -Colin Geller,0.43559563,digipa-low-impact -Allen Tupper True,0.43556124,digipa-low-impact -Jef Wu,0.43555313,digipa-low-impact -Jon McCoy,0.4147122,digipa-low-impact -Cedric Seaut,0.43521535,digipa-low-impact -Emily Shanks,0.43519047,digipa-low-impact -Andrew Whem,0.43512022,digipa-low-impact -Ibrahim Kodra,0.43471518,digipa-low-impact -Harrington Mann,0.4345901,digipa-low-impact -Jerry Siegel,0.43458986,digipa-low-impact -Howard Kanovitz,0.4345178,digipa-low-impact -Cicely Hey,0.43449926,digipa-low-impact -Ben Thompson,0.43436068,digipa-low-impact -Joe Bowler,0.43413073,digipa-low-impact -Lori Earley,0.43389612,digipa-low-impact -Arent Arentsz,0.43373522,digipa-low-impact -David Bailly,0.43371305,digipa-low-impact -Hans Arnold,0.4335214,digipa-low-impact -Constance Copeman,0.4334836,digipa-low-impact -Brent Heighton,0.4333118,fineart -Eric Taylor,0.43312082,digipa-low-impact -Aleksander Gine,0.4326849,digipa-low-impact -Alexander Johnston,0.4326589,digipa-low-impact -David Park,0.43235332,digipa-low-impact -Balázs Diószegi,0.432244,digipa-low-impact -Ed Binkley,0.43222216,digipa-low-impact -Eric Dinyer,0.4321258,digipa-low-impact -Susan Luo,0.43198025,fareast -Cedric Seaut (Keos Masons),0.4317356,digipa-low-impact -Lorena Alvarez Gómez,0.431683,digipa-low-impact -Fred Ludekens,0.431662,digipa-low-impact -David Begbie,0.4316218,digipa-low-impact -Ai Xuan,0.43150818,fareast -Felix-Kelly,0.43132153,digipa-low-impact -Antonín Chittussi,0.431248,digipa-low-impact -Ammi Phillips,0.43095884,digipa-low-impact -Elke Vogelsang,0.43092483,digipa-low-impact -Fathi Hassan,0.43090487,digipa-low-impact -Angela Sung,0.391746,fareast -Clément Serveau,0.43050706,digipa-low-impact -Dong Yuan,0.4303865,fareast -Hew Lorimer,0.43035403,digipa-low-impact -David Finch,0.29487437,digipa-low-impact -Bill Durgin,0.4300932,digipa-low-impact -Alexander Robertson,0.4300743,digipa-low-impact diff --git a/extensions-builtin/roll-artist/scripts/roll-artist.py b/extensions-builtin/roll-artist/scripts/roll-artist.py deleted file mode 100644 index c3bc1fd0..00000000 --- a/extensions-builtin/roll-artist/scripts/roll-artist.py +++ /dev/null @@ -1,50 +0,0 @@ -import random - -from modules import script_callbacks, shared -import gradio as gr - -art_symbol = '\U0001f3a8' # 🎨 -global_prompt = None -related_ids = {"txt2img_prompt", "txt2img_clear_prompt", "img2img_prompt", "img2img_clear_prompt" } - - -def roll_artist(prompt): - allowed_cats = set([x for x in shared.artist_db.categories() if len(shared.opts.random_artist_categories)==0 or x in shared.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 add_roll_button(prompt): - roll = gr.Button(value=art_symbol, elem_id="roll", visible=len(shared.artist_db.artists) > 0) - - roll.click( - fn=roll_artist, - _js="update_txt2img_tokens", - inputs=[ - prompt, - ], - outputs=[ - prompt, - ] - ) - - -def after_component(component, **kwargs): - global global_prompt - - elem_id = kwargs.get('elem_id', None) - if elem_id not in related_ids: - return - - if elem_id == "txt2img_prompt": - global_prompt = component - elif elem_id == "txt2img_clear_prompt": - add_roll_button(global_prompt) - elif elem_id == "img2img_prompt": - global_prompt = component - elif elem_id == "img2img_clear_prompt": - add_roll_button(global_prompt) - - -script_callbacks.on_after_component(after_component) diff --git a/javascript/hints.js b/javascript/hints.js index f4079f96..ef410fba 100644 --- a/javascript/hints.js +++ b/javascript/hints.js @@ -14,7 +14,6 @@ titles = { "Seed": "A value that determines the output of random number generator - if you create an image with same parameters and seed as another image, you'll get the same result", "\u{1f3b2}\ufe0f": "Set seed to -1, which will cause a new random number to be used every time", "\u267b\ufe0f": "Reuse seed from last generation, mostly useful if it was randomed", - "\u{1f3a8}": "Add a random artist to the prompt.", "\u2199\ufe0f": "Read generation parameters from prompt or last generation if prompt is empty into user interface.", "\u{1f4c2}": "Open images output directory", "\u{1f4be}": "Save style", diff --git a/modules/api/api.py b/modules/api/api.py index 2c371e6e..f2e9e884 100644 --- a/modules/api/api.py +++ b/modules/api/api.py @@ -126,8 +126,6 @@ class Api: self.add_api_route("/sdapi/v1/face-restorers", self.get_face_restorers, methods=["GET"], response_model=List[FaceRestorerItem]) self.add_api_route("/sdapi/v1/realesrgan-models", self.get_realesrgan_models, methods=["GET"], response_model=List[RealesrganItem]) self.add_api_route("/sdapi/v1/prompt-styles", self.get_prompt_styles, methods=["GET"], response_model=List[PromptStyleItem]) - self.add_api_route("/sdapi/v1/artist-categories", self.get_artists_categories, methods=["GET"], response_model=List[str]) - self.add_api_route("/sdapi/v1/artists", self.get_artists, methods=["GET"], response_model=List[ArtistItem]) self.add_api_route("/sdapi/v1/embeddings", self.get_embeddings, methods=["GET"], response_model=EmbeddingsResponse) self.add_api_route("/sdapi/v1/refresh-checkpoints", self.refresh_checkpoints, methods=["POST"]) self.add_api_route("/sdapi/v1/create/embedding", self.create_embedding, methods=["POST"], response_model=CreateResponse) @@ -390,12 +388,6 @@ class Api: return styleList - def get_artists_categories(self): - return shared.artist_db.cats - - def get_artists(self): - return [{"name":x[0], "score":x[1], "category":x[2]} for x in shared.artist_db.artists] - def get_embeddings(self): db = sd_hijack.model_hijack.embedding_db diff --git a/modules/artists.py b/modules/artists.py deleted file mode 100644 index 3612758b..00000000 --- a/modules/artists.py +++ /dev/null @@ -1,25 +0,0 @@ -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/interrogate.py b/modules/interrogate.py index 738d8ff7..19938cbb 100644 --- a/modules/interrogate.py +++ b/modules/interrogate.py @@ -5,12 +5,13 @@ from collections import namedtuple import re import torch +import torch.hub from torchvision import transforms from torchvision.transforms.functional import InterpolationMode import modules.shared as shared -from modules import devices, paths, lowvram, modelloader +from modules import devices, paths, lowvram, modelloader, errors blip_image_eval_size = 384 clip_model_name = 'ViT-L/14' @@ -20,27 +21,59 @@ Category = namedtuple("Category", ["name", "topn", "items"]) re_topn = re.compile(r"\.top(\d+)\.") +def download_default_clip_interrogate_categories(content_dir): + print("Downloading CLIP categories...") + + tmpdir = content_dir + "_tmp" + try: + os.makedirs(tmpdir) + + torch.hub.download_url_to_file("https://raw.githubusercontent.com/pharmapsychotic/clip-interrogator/main/clip_interrogator/data/artists.txt", os.path.join(tmpdir, "artists.txt")) + torch.hub.download_url_to_file("https://raw.githubusercontent.com/pharmapsychotic/clip-interrogator/main/clip_interrogator/data/flavors.txt", os.path.join(tmpdir, "flavors.top3.txt")) + torch.hub.download_url_to_file("https://raw.githubusercontent.com/pharmapsychotic/clip-interrogator/main/clip_interrogator/data/mediums.txt", os.path.join(tmpdir, "mediums.txt")) + torch.hub.download_url_to_file("https://raw.githubusercontent.com/pharmapsychotic/clip-interrogator/main/clip_interrogator/data/movements.txt", os.path.join(tmpdir, "movements.txt")) + + os.rename(tmpdir, content_dir) + + except Exception as e: + errors.display(e, "downloading default CLIP interrogate categories") + finally: + if os.path.exists(tmpdir): + os.remove(tmpdir) + + class InterrogateModels: blip_model = None clip_model = None clip_preprocess = None - categories = None dtype = None running_on_cpu = None def __init__(self, content_dir): - self.categories = [] + self.loaded_categories = None + self.content_dir = content_dir self.running_on_cpu = devices.device_interrogate == torch.device("cpu") - if os.path.exists(content_dir): - for filename in os.listdir(content_dir): + def categories(self): + if self.loaded_categories is not None: + return self.loaded_categories + + self.loaded_categories = [] + + if not os.path.exists(self.content_dir): + download_default_clip_interrogate_categories(self.content_dir) + + if os.path.exists(self.content_dir): + for filename in os.listdir(self.content_dir): m = re_topn.search(filename) topn = 1 if m is None else int(m.group(1)) - with open(os.path.join(content_dir, filename), "r", encoding="utf8") as file: + with open(os.path.join(self.content_dir, filename), "r", encoding="utf8") as file: lines = [x.strip() for x in file.readlines()] - self.categories.append(Category(name=filename, topn=topn, items=lines)) + self.loaded_categories.append(Category(name=filename, topn=topn, items=lines)) + + return self.loaded_categories def load_blip_model(self): import models.blip @@ -139,7 +172,6 @@ class InterrogateModels: shared.state.begin() shared.state.job = 'interrogate' try: - if shared.cmd_opts.lowvram or shared.cmd_opts.medvram: lowvram.send_everything_to_cpu() devices.torch_gc() @@ -159,12 +191,7 @@ class InterrogateModels: image_features /= image_features.norm(dim=-1, keepdim=True) - if shared.opts.interrogate_use_builtin_artists: - artist = self.rank(image_features, ["by " + artist.name for artist in shared.artist_db.artists])[0] - - res += ", " + artist[0] - - for name, topn, items in self.categories: + for name, topn, items in self.categories(): matches = self.rank(image_features, items, top_count=topn) for match, score in matches: if shared.opts.interrogate_return_ranks: diff --git a/modules/shared.py b/modules/shared.py index c0e11f18..72fb1934 100644 --- a/modules/shared.py +++ b/modules/shared.py @@ -9,7 +9,6 @@ from PIL import Image import gradio as gr import tqdm -import modules.artists import modules.interrogate import modules.memmon import modules.styles @@ -254,8 +253,6 @@ class State: state = State() state.server_start = time.time() -artist_db = modules.artists.ArtistsDatabase(os.path.join(script_path, 'artists.csv')) - styles_filename = cmd_opts.styles_file prompt_styles = modules.styles.StyleDatabase(styles_filename) @@ -408,7 +405,6 @@ options_templates.update(options_section(('sd', "Stable Diffusion"), { "enable_batch_seeds": OptionInfo(True, "Make K-diffusion samplers produce same images in a batch as when making a single image"), "comma_padding_backtrack": OptionInfo(20, "Increase coherency by padding from the last comma within n tokens when using more than 75 tokens", gr.Slider, {"minimum": 0, "maximum": 74, "step": 1 }), 'CLIP_stop_at_last_layers': OptionInfo(1, "Clip skip", gr.Slider, {"minimum": 1, "maximum": 12, "step": 1}), - "random_artist_categories": OptionInfo([], "Allowed categories for random artists selection when using the Roll button", gr.CheckboxGroup, {"choices": artist_db.categories()}), })) options_templates.update(options_section(('compatibility', "Compatibility"), { @@ -419,7 +415,6 @@ options_templates.update(options_section(('compatibility', "Compatibility"), { options_templates.update(options_section(('interrogate', "Interrogate Options"), { "interrogate_keep_models_in_memory": OptionInfo(False, "Interrogate: keep models in VRAM"), - "interrogate_use_builtin_artists": OptionInfo(True, "Interrogate: use artists from artists.csv"), "interrogate_return_ranks": OptionInfo(False, "Interrogate: include ranks of model tags matches in results (Has no effect on caption-based interrogators)."), "interrogate_clip_num_beams": OptionInfo(1, "Interrogate: num_beams for BLIP", gr.Slider, {"minimum": 1, "maximum": 16, "step": 1}), "interrogate_clip_min_length": OptionInfo(24, "Interrogate: minimum description length (excluding artists, etc..)", gr.Slider, {"minimum": 1, "maximum": 128, "step": 1}), diff --git a/modules/ui.py b/modules/ui.py index d23b2b8e..164e0e93 100644 --- a/modules/ui.py +++ b/modules/ui.py @@ -228,17 +228,17 @@ def process_interrogate(interrogation_function, mode, ii_input_dir, ii_output_di left, _ = os.path.splitext(filename) print(interrogation_function(img), file=open(os.path.join(ii_output_dir, left + ".txt"), 'a')) - return [gr_show(True), None] + return [gr.update(), None] def interrogate(image): prompt = shared.interrogator.interrogate(image.convert("RGB")) - return gr_show(True) if prompt is None else prompt + return gr.update() if prompt is None else prompt def interrogate_deepbooru(image): prompt = deepbooru.model.tag(image) - return gr_show(True) if prompt is None else prompt + return gr.update() if prompt is None else prompt def create_seed_inputs(target_interface): @@ -1039,19 +1039,18 @@ def create_ui(): init_img_inpaint, ], outputs=[img2img_prompt, dummy_component], - show_progress=False, ) img2img_prompt.submit(**img2img_args) submit.click(**img2img_args) img2img_interrogate.click( - fn=lambda *args : process_interrogate(interrogate, *args), + fn=lambda *args: process_interrogate(interrogate, *args), **interrogate_args, ) img2img_deepbooru.click( - fn=lambda *args : process_interrogate(interrogate_deepbooru, *args), + fn=lambda *args: process_interrogate(interrogate_deepbooru, *args), **interrogate_args, )