Spaces:
Sleeping
Sleeping
genre_mapping = { | |
'None': 0, | |
'abstract': 1, | |
'advertisement': 2, | |
'allegorical painting': 3, | |
'animal painting': 4, | |
'battle painting': 5, | |
'bijinga': 6, | |
'bird-and-flower painting': 7, | |
'calligraphy': 8, | |
'capriccio': 9, | |
'caricature': 10, | |
'cityscape': 11, | |
'cloudscape': 12, | |
'design': 13, | |
'figurative': 14, | |
'flower painting': 15, | |
'genre painting': 16, | |
'history painting': 17, | |
'illustration': 18, | |
'interior': 19, | |
'landscape': 20, | |
'literary painting': 21, | |
'marina': 22, | |
'miniature': 23, | |
'mythological painting': 24, | |
'nude painting (nu)': 25, | |
'panorama': 26, | |
'pastorale': 27, | |
'portrait': 28, | |
'poster': 29, | |
'quadratura': 30, | |
'religious painting': 31, | |
'self-portrait': 32, | |
'shan shui': 33, | |
'sketch and study': 34, | |
'still life': 35, | |
'symbolic painting': 36, | |
'tessellation': 37, | |
'urushi-e': 38, | |
'vanitas': 39, | |
'veduta': 40, | |
'wildlife painting': 41, | |
'yakusha-e': 42 | |
} | |
style_mapping = { | |
'Abstract Art': 0, | |
'Abstract Expressionism': 1, | |
'Academicism': 2, | |
'Action painting': 3, | |
'American Realism': 4, | |
'Analytical Cubism': 5, | |
'Analytical\xa0Realism': 6, | |
'Art Brut': 7, | |
'Art Deco': 8, | |
'Art Informel': 9, | |
'Art Nouveau (Modern)': 10, | |
'Automatic Painting': 11, | |
'Baroque': 12, | |
'Biedermeier': 13, | |
'Byzantine': 14, | |
'Cartographic Art': 15, | |
'Classicism': 16, | |
'Cloisonism': 17, | |
'Color Field Painting': 18, | |
'Conceptual Art': 19, | |
'Concretism': 20, | |
'Constructivism': 21, | |
'Contemporary Realism': 22, | |
'Costumbrismo': 23, | |
'Cubism': 24, | |
'Cubo-Expressionism': 25, | |
'Cubo-Futurism': 26, | |
'Dada': 27, | |
'Divisionism': 28, | |
'Early Renaissance': 29, | |
'Environmental (Land) Art': 30, | |
'Existential Art': 31, | |
'Expressionism': 32, | |
'Fantastic Realism': 33, | |
'Fauvism': 34, | |
'Feminist Art': 35, | |
'Figurative Expressionism': 36, | |
'Futurism': 37, | |
'Gongbi': 38, | |
'Gothic': 39, | |
'Hard Edge Painting': 40, | |
'High Renaissance': 41, | |
'Hyper-Realism': 42, | |
'Ilkhanid': 43, | |
'Impressionism': 44, | |
'Indian Space painting': 45, | |
'Ink and wash painting': 46, | |
'International Gothic': 47, | |
'Intimism': 48, | |
'Japonism': 49, | |
'Joseon Dynasty': 50, | |
'Kinetic Art': 51, | |
'Kitsch': 52, | |
'Lettrism': 53, | |
'Light and Space': 54, | |
'Luminism': 55, | |
'Lyrical Abstraction': 56, | |
'Magic Realism': 57, | |
'Mail Art': 58, | |
'Mannerism (Late Renaissance)': 59, | |
'Mechanistic Cubism': 60, | |
'Metaphysical art': 61, | |
'Minimalism': 62, | |
'Miserabilism': 63, | |
'Modernismo': 64, | |
'Mosan art': 65, | |
'Muralism': 66, | |
'Nanga (Bunjinga)': 67, | |
'Nats-Taliq': 68, | |
'Native Art': 69, | |
'Naturalism': 70, | |
'Naïve Art (Primitivism)': 71, | |
'Neo-Byzantine': 72, | |
'Neo-Concretism': 73, | |
'Neo-Dada': 74, | |
'Neo-Expressionism': 75, | |
'Neo-Figurative Art': 76, | |
'Neo-Rococo': 77, | |
'Neo-Romanticism': 78, | |
'Neo-baroque': 79, | |
'Neoclassicism': 80, | |
'Neoplasticism': 81, | |
'New Casualism': 82, | |
'New European Painting': 83, | |
'New Realism': 84, | |
'Nihonga': 85, | |
'None': 86, | |
'Northern Renaissance': 87, | |
'Nouveau Réalisme': 88, | |
'Op Art': 89, | |
'Orientalism': 90, | |
'Orphism': 91, | |
'Ottoman Period': 92, | |
'Outsider art': 93, | |
'Perceptism': 94, | |
'Photorealism': 95, | |
'Pointillism': 96, | |
'Pop Art': 97, | |
'Post-Impressionism': 98, | |
'Post-Minimalism': 99, | |
'Post-Painterly Abstraction': 100, | |
'Poster Art Realism': 101, | |
'Precisionism': 102, | |
'Primitivism': 103, | |
'Proto Renaissance': 104, | |
'Purism': 105, | |
'Rayonism': 106, | |
'Realism': 107, | |
'Regionalism': 108, | |
'Renaissance': 109, | |
'Rococo': 110, | |
'Romanesque': 111, | |
'Romanticism': 112, | |
'Safavid Period': 113, | |
'Shin-hanga': 114, | |
'Social Realism': 115, | |
'Socialist Realism': 116, | |
'Spatialism': 117, | |
'Spectralism': 118, | |
'Street art': 119, | |
'Suprematism': 120, | |
'Surrealism': 121, | |
'Symbolism': 122, | |
'Synchromism': 123, | |
'Synthetic Cubism': 124, | |
'Synthetism': 125, | |
'Sōsaku hanga': 126, | |
'Tachisme': 127, | |
'Tenebrism': 128, | |
'Timurid Period': 129, | |
'Tonalism': 130, | |
'Transautomatism': 131, | |
'Tubism': 132, | |
'Ukiyo-e': 133, | |
'Verism': 134, | |
'Yamato-e': 135, | |
'Zen': 136 | |
} | |
reverse_genre_mapping = {v: k for k, v in genre_mapping.items()} | |
reverse_style_mapping = {v: k for k, v in style_mapping.items()} | |
reduced_genre_mapping = { | |
'abstract': 1, | |
'capriccio': 9, | |
'cityscape': 11, | |
'cloudscape': 12, | |
'figurative': 14, | |
'flower painting': 15, | |
'genre painting': 16, | |
'interior': 19, | |
'landscape': 20, | |
'marina': 22, | |
'panorama': 26, | |
'pastorale': 27, | |
'portrait': 28, | |
'quadratura': 30, | |
'shan shui': 33, | |
'sketch and study': 34, | |
'still life': 35, | |
'symbolic painting': 36, | |
'tesselation': 37, | |
'veduta': 40 | |
} | |
reduced_style_mapping = { | |
'abstract expressionism': 1, | |
'art deco': 8, | |
'art nouveau': 10, | |
'baroque': 12, | |
'conceptual art': 19, | |
'expressionism': 32, | |
'gongbi': 38, | |
'gothic': 39, | |
'impressionism': 44, | |
'luminism': 55, | |
'minimalism': 62, | |
'modernism': 64, | |
'neoclassicism': 80, | |
'pop-art': 97, | |
'post-impressionism': 98, | |
'renaissance': 109, | |
'realism': 107, | |
'rococo': 110, | |
'romanticism': 112, | |
'surrealism': 121, | |
'symbolism': 122 | |
} | |
reverse_reduced_genre_mapping = {v: k for k, v in reduced_genre_mapping.items()} | |
reverse_reduced_style_mapping = {v: k for k, v in reduced_style_mapping.items()} | |