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# Copyright (c) Facebook, Inc. and its affiliates. | |
import os | |
from detectron2.data import DatasetCatalog, MetadataCatalog | |
from detectron2.data.datasets import load_sem_seg | |
ADE20K_SEM_SEG_FULL_CATEGORIES = [ | |
{"name": "wall", "id": 2978, "trainId": 0}, | |
{"name": "building, edifice", "id": 312, "trainId": 1}, | |
{"name": "sky", "id": 2420, "trainId": 2}, | |
{"name": "tree", "id": 2855, "trainId": 3}, | |
{"name": "road, route", "id": 2131, "trainId": 4}, | |
{"name": "floor, flooring", "id": 976, "trainId": 5}, | |
{"name": "ceiling", "id": 447, "trainId": 6}, | |
{"name": "bed", "id": 165, "trainId": 7}, | |
{"name": "sidewalk, pavement", "id": 2377, "trainId": 8}, | |
{"name": "earth, ground", "id": 838, "trainId": 9}, | |
{"name": "cabinet", "id": 350, "trainId": 10}, | |
{ | |
"name": "person, individual, someone, somebody, mortal, soul", | |
"id": 1831, | |
"trainId": 11, | |
}, | |
{"name": "grass", "id": 1125, "trainId": 12}, | |
{"name": "windowpane, window", "id": 3055, "trainId": 13}, | |
{"name": "car, auto, automobile, machine, motorcar", "id": 401, "trainId": 14}, | |
{"name": "mountain, mount", "id": 1610, "trainId": 15}, | |
{"name": "plant, flora, plant life", "id": 1910, "trainId": 16}, | |
{"name": "table", "id": 2684, "trainId": 17}, | |
{"name": "chair", "id": 471, "trainId": 18}, | |
{"name": "curtain, drape, drapery, mantle, pall", "id": 687, "trainId": 19}, | |
{"name": "door", "id": 774, "trainId": 20}, | |
{"name": "sofa, couch, lounge", "id": 2473, "trainId": 21}, | |
{"name": "sea", "id": 2264, "trainId": 22}, | |
{"name": "painting, picture", "id": 1735, "trainId": 23}, | |
{"name": "water", "id": 2994, "trainId": 24}, | |
{"name": "mirror", "id": 1564, "trainId": 25}, | |
{"name": "house", "id": 1276, "trainId": 26}, | |
{"name": "rug, carpet, carpeting", "id": 2178, "trainId": 27}, | |
{"name": "shelf", "id": 2329, "trainId": 28}, | |
{"name": "armchair", "id": 57, "trainId": 29}, | |
{"name": "fence, fencing", "id": 907, "trainId": 30}, | |
{"name": "field", "id": 913, "trainId": 31}, | |
{"name": "lamp", "id": 1395, "trainId": 32}, | |
{"name": "rock, stone", "id": 2138, "trainId": 33}, | |
{"name": "seat", "id": 2272, "trainId": 34}, | |
{"name": "river", "id": 2128, "trainId": 35}, | |
{"name": "desk", "id": 724, "trainId": 36}, | |
{"name": "bathtub, bathing tub, bath, tub", "id": 155, "trainId": 37}, | |
{"name": "railing, rail", "id": 2053, "trainId": 38}, | |
{"name": "signboard, sign", "id": 2380, "trainId": 39}, | |
{"name": "cushion", "id": 689, "trainId": 40}, | |
{"name": "path", "id": 1788, "trainId": 41}, | |
{"name": "work surface", "id": 3087, "trainId": 42}, | |
{"name": "stairs, steps", "id": 2530, "trainId": 43}, | |
{"name": "column, pillar", "id": 581, "trainId": 44}, | |
{"name": "sink", "id": 2388, "trainId": 45}, | |
{"name": "wardrobe, closet, press", "id": 2985, "trainId": 46}, | |
{"name": "snow", "id": 2454, "trainId": 47}, | |
{"name": "refrigerator, icebox", "id": 2096, "trainId": 48}, | |
{"name": "base, pedestal, stand", "id": 137, "trainId": 49}, | |
{"name": "bridge, span", "id": 294, "trainId": 50}, | |
{"name": "blind, screen", "id": 212, "trainId": 51}, | |
{"name": "runway", "id": 2185, "trainId": 52}, | |
{"name": "cliff, drop, drop-off", "id": 524, "trainId": 53}, | |
{"name": "sand", "id": 2212, "trainId": 54}, | |
{"name": "fireplace, hearth, open fireplace", "id": 943, "trainId": 55}, | |
{"name": "pillow", "id": 1869, "trainId": 56}, | |
{"name": "screen door, screen", "id": 2251, "trainId": 57}, | |
{ | |
"name": "toilet, can, commode, crapper, pot, potty, stool, throne", | |
"id": 2793, | |
"trainId": 58, | |
}, | |
{"name": "skyscraper", "id": 2423, "trainId": 59}, | |
{"name": "grandstand, covered stand", "id": 1121, "trainId": 60}, | |
{"name": "box", "id": 266, "trainId": 61}, | |
{"name": "pool table, billiard table, snooker table", "id": 1948, "trainId": 62}, | |
{"name": "palm, palm tree", "id": 1744, "trainId": 63}, | |
{"name": "double door", "id": 783, "trainId": 64}, | |
{"name": "coffee table, cocktail table", "id": 571, "trainId": 65}, | |
{"name": "counter", "id": 627, "trainId": 66}, | |
{"name": "countertop", "id": 629, "trainId": 67}, | |
{"name": "chest of drawers, chest, bureau, dresser", "id": 491, "trainId": 68}, | |
{"name": "kitchen island", "id": 1374, "trainId": 69}, | |
{"name": "boat", "id": 223, "trainId": 70}, | |
{"name": "waterfall, falls", "id": 3016, "trainId": 71}, | |
{ | |
"name": "stove, kitchen stove, range, kitchen range, cooking stove", | |
"id": 2598, | |
"trainId": 72, | |
}, | |
{"name": "flower", "id": 978, "trainId": 73}, | |
{"name": "bookcase", "id": 239, "trainId": 74}, | |
{"name": "controls", "id": 608, "trainId": 75}, | |
{"name": "book", "id": 236, "trainId": 76}, | |
{"name": "stairway, staircase", "id": 2531, "trainId": 77}, | |
{"name": "streetlight, street lamp", "id": 2616, "trainId": 78}, | |
{ | |
"name": "computer, computing machine, computing device, data processor, electronic computer, information processing system", | |
"id": 591, | |
"trainId": 79, | |
}, | |
{ | |
"name": "bus, autobus, coach, charabanc, double-decker, jitney, motorbus, motorcoach, omnibus, passenger vehicle", | |
"id": 327, | |
"trainId": 80, | |
}, | |
{"name": "swivel chair", "id": 2679, "trainId": 81}, | |
{"name": "light, light source", "id": 1451, "trainId": 82}, | |
{"name": "bench", "id": 181, "trainId": 83}, | |
{"name": "case, display case, showcase, vitrine", "id": 420, "trainId": 84}, | |
{"name": "towel", "id": 2821, "trainId": 85}, | |
{"name": "fountain", "id": 1023, "trainId": 86}, | |
{"name": "embankment", "id": 855, "trainId": 87}, | |
{ | |
"name": "television receiver, television, television set, tv, tv set, idiot box, boob tube, telly, goggle box", | |
"id": 2733, | |
"trainId": 88, | |
}, | |
{"name": "van", "id": 2928, "trainId": 89}, | |
{"name": "hill", "id": 1240, "trainId": 90}, | |
{"name": "awning, sunshade, sunblind", "id": 77, "trainId": 91}, | |
{"name": "poster, posting, placard, notice, bill, card", "id": 1969, "trainId": 92}, | |
{"name": "truck, motortruck", "id": 2880, "trainId": 93}, | |
{"name": "airplane, aeroplane, plane", "id": 14, "trainId": 94}, | |
{"name": "pole", "id": 1936, "trainId": 95}, | |
{"name": "tower", "id": 2828, "trainId": 96}, | |
{"name": "court", "id": 631, "trainId": 97}, | |
{"name": "ball", "id": 103, "trainId": 98}, | |
{ | |
"name": "aircraft carrier, carrier, flattop, attack aircraft carrier", | |
"id": 3144, | |
"trainId": 99, | |
}, | |
{"name": "buffet, counter, sideboard", "id": 308, "trainId": 100}, | |
{"name": "hovel, hut, hutch, shack, shanty", "id": 1282, "trainId": 101}, | |
{"name": "apparel, wearing apparel, dress, clothes", "id": 38, "trainId": 102}, | |
{"name": "minibike, motorbike", "id": 1563, "trainId": 103}, | |
{ | |
"name": "animal, animate being, beast, brute, creature, fauna", | |
"id": 29, | |
"trainId": 104, | |
}, | |
{"name": "chandelier, pendant, pendent", "id": 480, "trainId": 105}, | |
{"name": "step, stair", "id": 2569, "trainId": 106}, | |
{"name": "booth, cubicle, stall, kiosk", "id": 247, "trainId": 107}, | |
{"name": "bicycle, bike, wheel, cycle", "id": 187, "trainId": 108}, | |
{"name": "doorframe, doorcase", "id": 778, "trainId": 109}, | |
{"name": "sconce", "id": 2243, "trainId": 110}, | |
{"name": "pond", "id": 1941, "trainId": 111}, | |
{"name": "trade name, brand name, brand, marque", "id": 2833, "trainId": 112}, | |
{ | |
"name": "bannister, banister, balustrade, balusters, handrail", | |
"id": 120, | |
"trainId": 113, | |
}, | |
{"name": "bag", "id": 95, "trainId": 114}, | |
{"name": "traffic light, traffic signal, stoplight", "id": 2836, "trainId": 115}, | |
{"name": "gazebo", "id": 1087, "trainId": 116}, | |
{"name": "escalator, moving staircase, moving stairway", "id": 868, "trainId": 117}, | |
{"name": "land, ground, soil", "id": 1401, "trainId": 118}, | |
{"name": "board, plank", "id": 220, "trainId": 119}, | |
{"name": "arcade machine", "id": 47, "trainId": 120}, | |
{"name": "eiderdown, duvet, continental quilt", "id": 843, "trainId": 121}, | |
{"name": "bar", "id": 123, "trainId": 122}, | |
{"name": "stall, stand, sales booth", "id": 2537, "trainId": 123}, | |
{"name": "playground", "id": 1927, "trainId": 124}, | |
{"name": "ship", "id": 2337, "trainId": 125}, | |
{"name": "ottoman, pouf, pouffe, puff, hassock", "id": 1702, "trainId": 126}, | |
{ | |
"name": "ashcan, trash can, garbage can, wastebin, ash bin, ash-bin, ashbin, dustbin, trash barrel, trash bin", | |
"id": 64, | |
"trainId": 127, | |
}, | |
{"name": "bottle", "id": 249, "trainId": 128}, | |
{"name": "cradle", "id": 642, "trainId": 129}, | |
{"name": "pot, flowerpot", "id": 1981, "trainId": 130}, | |
{ | |
"name": "conveyer belt, conveyor belt, conveyer, conveyor, transporter", | |
"id": 609, | |
"trainId": 131, | |
}, | |
{"name": "train, railroad train", "id": 2840, "trainId": 132}, | |
{"name": "stool", "id": 2586, "trainId": 133}, | |
{"name": "lake", "id": 1393, "trainId": 134}, | |
{"name": "tank, storage tank", "id": 2704, "trainId": 135}, | |
{"name": "ice, water ice", "id": 1304, "trainId": 136}, | |
{"name": "basket, handbasket", "id": 146, "trainId": 137}, | |
{"name": "manhole", "id": 1494, "trainId": 138}, | |
{"name": "tent, collapsible shelter", "id": 2739, "trainId": 139}, | |
{"name": "canopy", "id": 389, "trainId": 140}, | |
{"name": "microwave, microwave oven", "id": 1551, "trainId": 141}, | |
{"name": "barrel, cask", "id": 131, "trainId": 142}, | |
{"name": "dirt track", "id": 738, "trainId": 143}, | |
{"name": "beam", "id": 161, "trainId": 144}, | |
{"name": "dishwasher, dish washer, dishwashing machine", "id": 747, "trainId": 145}, | |
{"name": "plate", "id": 1919, "trainId": 146}, | |
{"name": "screen, crt screen", "id": 3109, "trainId": 147}, | |
{"name": "ruins", "id": 2179, "trainId": 148}, | |
{"name": "washer, automatic washer, washing machine", "id": 2989, "trainId": 149}, | |
{"name": "blanket, cover", "id": 206, "trainId": 150}, | |
{"name": "plaything, toy", "id": 1930, "trainId": 151}, | |
{"name": "food, solid food", "id": 1002, "trainId": 152}, | |
{"name": "screen, silver screen, projection screen", "id": 2254, "trainId": 153}, | |
{"name": "oven", "id": 1708, "trainId": 154}, | |
{"name": "stage", "id": 2526, "trainId": 155}, | |
{"name": "beacon, lighthouse, beacon light, pharos", "id": 160, "trainId": 156}, | |
{"name": "umbrella", "id": 2901, "trainId": 157}, | |
{"name": "sculpture", "id": 2262, "trainId": 158}, | |
{"name": "aqueduct", "id": 44, "trainId": 159}, | |
{"name": "container", "id": 597, "trainId": 160}, | |
{"name": "scaffolding, staging", "id": 2235, "trainId": 161}, | |
{"name": "hood, exhaust hood", "id": 1260, "trainId": 162}, | |
{"name": "curb, curbing, kerb", "id": 682, "trainId": 163}, | |
{"name": "roller coaster", "id": 2151, "trainId": 164}, | |
{"name": "horse, equus caballus", "id": 3107, "trainId": 165}, | |
{"name": "catwalk", "id": 432, "trainId": 166}, | |
{"name": "glass, drinking glass", "id": 1098, "trainId": 167}, | |
{"name": "vase", "id": 2932, "trainId": 168}, | |
{"name": "central reservation", "id": 461, "trainId": 169}, | |
{"name": "carousel", "id": 410, "trainId": 170}, | |
{"name": "radiator", "id": 2046, "trainId": 171}, | |
{"name": "closet", "id": 533, "trainId": 172}, | |
{"name": "machine", "id": 1481, "trainId": 173}, | |
{"name": "pier, wharf, wharfage, dock", "id": 1858, "trainId": 174}, | |
{"name": "fan", "id": 894, "trainId": 175}, | |
{"name": "inflatable bounce game", "id": 1322, "trainId": 176}, | |
{"name": "pitch", "id": 1891, "trainId": 177}, | |
{"name": "paper", "id": 1756, "trainId": 178}, | |
{"name": "arcade, colonnade", "id": 49, "trainId": 179}, | |
{"name": "hot tub", "id": 1272, "trainId": 180}, | |
{"name": "helicopter", "id": 1229, "trainId": 181}, | |
{"name": "tray", "id": 2850, "trainId": 182}, | |
{"name": "partition, divider", "id": 1784, "trainId": 183}, | |
{"name": "vineyard", "id": 2962, "trainId": 184}, | |
{"name": "bowl", "id": 259, "trainId": 185}, | |
{"name": "bullring", "id": 319, "trainId": 186}, | |
{"name": "flag", "id": 954, "trainId": 187}, | |
{"name": "pot", "id": 1974, "trainId": 188}, | |
{"name": "footbridge, overcrossing, pedestrian bridge", "id": 1013, "trainId": 189}, | |
{"name": "shower", "id": 2356, "trainId": 190}, | |
{ | |
"name": "bag, traveling bag, travelling bag, grip, suitcase", | |
"id": 97, | |
"trainId": 191, | |
}, | |
{"name": "bulletin board, notice board", "id": 318, "trainId": 192}, | |
{"name": "confessional booth", "id": 592, "trainId": 193}, | |
{"name": "trunk, tree trunk, bole", "id": 2885, "trainId": 194}, | |
{"name": "forest", "id": 1017, "trainId": 195}, | |
{"name": "elevator door", "id": 851, "trainId": 196}, | |
{"name": "laptop, laptop computer", "id": 1407, "trainId": 197}, | |
{"name": "instrument panel", "id": 1332, "trainId": 198}, | |
{"name": "bucket, pail", "id": 303, "trainId": 199}, | |
{"name": "tapestry, tapis", "id": 2714, "trainId": 200}, | |
{"name": "platform", "id": 1924, "trainId": 201}, | |
{"name": "jacket", "id": 1346, "trainId": 202}, | |
{"name": "gate", "id": 1081, "trainId": 203}, | |
{"name": "monitor, monitoring device", "id": 1583, "trainId": 204}, | |
{ | |
"name": "telephone booth, phone booth, call box, telephone box, telephone kiosk", | |
"id": 2727, | |
"trainId": 205, | |
}, | |
{"name": "spotlight, spot", "id": 2509, "trainId": 206}, | |
{"name": "ring", "id": 2123, "trainId": 207}, | |
{"name": "control panel", "id": 602, "trainId": 208}, | |
{"name": "blackboard, chalkboard", "id": 202, "trainId": 209}, | |
{"name": "air conditioner, air conditioning", "id": 10, "trainId": 210}, | |
{"name": "chest", "id": 490, "trainId": 211}, | |
{"name": "clock", "id": 530, "trainId": 212}, | |
{"name": "sand dune", "id": 2213, "trainId": 213}, | |
{"name": "pipe, pipage, piping", "id": 1884, "trainId": 214}, | |
{"name": "vault", "id": 2934, "trainId": 215}, | |
{"name": "table football", "id": 2687, "trainId": 216}, | |
{"name": "cannon", "id": 387, "trainId": 217}, | |
{"name": "swimming pool, swimming bath, natatorium", "id": 2668, "trainId": 218}, | |
{"name": "fluorescent, fluorescent fixture", "id": 982, "trainId": 219}, | |
{"name": "statue", "id": 2547, "trainId": 220}, | |
{ | |
"name": "loudspeaker, speaker, speaker unit, loudspeaker system, speaker system", | |
"id": 1474, | |
"trainId": 221, | |
}, | |
{"name": "exhibitor", "id": 877, "trainId": 222}, | |
{"name": "ladder", "id": 1391, "trainId": 223}, | |
{"name": "carport", "id": 414, "trainId": 224}, | |
{"name": "dam", "id": 698, "trainId": 225}, | |
{"name": "pulpit", "id": 2019, "trainId": 226}, | |
{"name": "skylight, fanlight", "id": 2422, "trainId": 227}, | |
{"name": "water tower", "id": 3010, "trainId": 228}, | |
{"name": "grill, grille, grillwork", "id": 1139, "trainId": 229}, | |
{"name": "display board", "id": 753, "trainId": 230}, | |
{"name": "pane, pane of glass, window glass", "id": 1747, "trainId": 231}, | |
{"name": "rubbish, trash, scrap", "id": 2175, "trainId": 232}, | |
{"name": "ice rink", "id": 1301, "trainId": 233}, | |
{"name": "fruit", "id": 1033, "trainId": 234}, | |
{"name": "patio", "id": 1789, "trainId": 235}, | |
{"name": "vending machine", "id": 2939, "trainId": 236}, | |
{"name": "telephone, phone, telephone set", "id": 2730, "trainId": 237}, | |
{"name": "net", "id": 1652, "trainId": 238}, | |
{ | |
"name": "backpack, back pack, knapsack, packsack, rucksack, haversack", | |
"id": 90, | |
"trainId": 239, | |
}, | |
{"name": "jar", "id": 1349, "trainId": 240}, | |
{"name": "track", "id": 2830, "trainId": 241}, | |
{"name": "magazine", "id": 1485, "trainId": 242}, | |
{"name": "shutter", "id": 2370, "trainId": 243}, | |
{"name": "roof", "id": 2155, "trainId": 244}, | |
{"name": "banner, streamer", "id": 118, "trainId": 245}, | |
{"name": "landfill", "id": 1402, "trainId": 246}, | |
{"name": "post", "id": 1957, "trainId": 247}, | |
{"name": "altarpiece, reredos", "id": 3130, "trainId": 248}, | |
{"name": "hat, chapeau, lid", "id": 1197, "trainId": 249}, | |
{"name": "arch, archway", "id": 52, "trainId": 250}, | |
{"name": "table game", "id": 2688, "trainId": 251}, | |
{"name": "bag, handbag, pocketbook, purse", "id": 96, "trainId": 252}, | |
{"name": "document, written document, papers", "id": 762, "trainId": 253}, | |
{"name": "dome", "id": 772, "trainId": 254}, | |
{"name": "pier", "id": 1857, "trainId": 255}, | |
{"name": "shanties", "id": 2315, "trainId": 256}, | |
{"name": "forecourt", "id": 1016, "trainId": 257}, | |
{"name": "crane", "id": 643, "trainId": 258}, | |
{"name": "dog, domestic dog, canis familiaris", "id": 3105, "trainId": 259}, | |
{"name": "piano, pianoforte, forte-piano", "id": 1849, "trainId": 260}, | |
{"name": "drawing", "id": 791, "trainId": 261}, | |
{"name": "cabin", "id": 349, "trainId": 262}, | |
{ | |
"name": "ad, advertisement, advertizement, advertising, advertizing, advert", | |
"id": 6, | |
"trainId": 263, | |
}, | |
{"name": "amphitheater, amphitheatre, coliseum", "id": 3114, "trainId": 264}, | |
{"name": "monument", "id": 1587, "trainId": 265}, | |
{"name": "henhouse", "id": 1233, "trainId": 266}, | |
{"name": "cockpit", "id": 559, "trainId": 267}, | |
{"name": "heater, warmer", "id": 1223, "trainId": 268}, | |
{"name": "windmill, aerogenerator, wind generator", "id": 3049, "trainId": 269}, | |
{"name": "pool", "id": 1943, "trainId": 270}, | |
{"name": "elevator, lift", "id": 853, "trainId": 271}, | |
{"name": "decoration, ornament, ornamentation", "id": 709, "trainId": 272}, | |
{"name": "labyrinth", "id": 1390, "trainId": 273}, | |
{"name": "text, textual matter", "id": 2748, "trainId": 274}, | |
{"name": "printer", "id": 2007, "trainId": 275}, | |
{"name": "mezzanine, first balcony", "id": 1546, "trainId": 276}, | |
{"name": "mattress", "id": 1513, "trainId": 277}, | |
{"name": "straw", "id": 2600, "trainId": 278}, | |
{"name": "stalls", "id": 2538, "trainId": 279}, | |
{"name": "patio, terrace", "id": 1790, "trainId": 280}, | |
{"name": "billboard, hoarding", "id": 194, "trainId": 281}, | |
{"name": "bus stop", "id": 326, "trainId": 282}, | |
{"name": "trouser, pant", "id": 2877, "trainId": 283}, | |
{"name": "console table, console", "id": 594, "trainId": 284}, | |
{"name": "rack", "id": 2036, "trainId": 285}, | |
{"name": "notebook", "id": 1662, "trainId": 286}, | |
{"name": "shrine", "id": 2366, "trainId": 287}, | |
{"name": "pantry", "id": 1754, "trainId": 288}, | |
{"name": "cart", "id": 418, "trainId": 289}, | |
{"name": "steam shovel", "id": 2553, "trainId": 290}, | |
{"name": "porch", "id": 1951, "trainId": 291}, | |
{"name": "postbox, mailbox, letter box", "id": 1963, "trainId": 292}, | |
{"name": "figurine, statuette", "id": 918, "trainId": 293}, | |
{"name": "recycling bin", "id": 2086, "trainId": 294}, | |
{"name": "folding screen", "id": 997, "trainId": 295}, | |
{"name": "telescope", "id": 2731, "trainId": 296}, | |
{"name": "deck chair, beach chair", "id": 704, "trainId": 297}, | |
{"name": "kennel", "id": 1365, "trainId": 298}, | |
{"name": "coffee maker", "id": 569, "trainId": 299}, | |
{"name": "altar, communion table, lord's table", "id": 3108, "trainId": 300}, | |
{"name": "fish", "id": 948, "trainId": 301}, | |
{"name": "easel", "id": 839, "trainId": 302}, | |
{"name": "artificial golf green", "id": 63, "trainId": 303}, | |
{"name": "iceberg", "id": 1305, "trainId": 304}, | |
{"name": "candlestick, candle holder", "id": 378, "trainId": 305}, | |
{"name": "shower stall, shower bath", "id": 2362, "trainId": 306}, | |
{"name": "television stand", "id": 2734, "trainId": 307}, | |
{ | |
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{"name": "toilet brush", "id": 2786, "trainId": 640}, | |
{"name": "book stand", "id": 238, "trainId": 641}, | |
{"name": "water faucet, water tap, tap, hydrant", "id": 3000, "trainId": 642}, | |
{"name": "ticket office", "id": 2763, "trainId": 643}, | |
{"name": "broom", "id": 299, "trainId": 644}, | |
{"name": "dvd", "id": 822, "trainId": 645}, | |
{"name": "ice bucket", "id": 1288, "trainId": 646}, | |
{"name": "carapace, shell, cuticle, shield", "id": 3101, "trainId": 647}, | |
{"name": "tureen", "id": 2894, "trainId": 648}, | |
{"name": "folders", "id": 992, "trainId": 649}, | |
{"name": "chess", "id": 489, "trainId": 650}, | |
{"name": "root", "id": 2157, "trainId": 651}, | |
{"name": "sewing machine", "id": 2309, "trainId": 652}, | |
{"name": "model", "id": 1576, "trainId": 653}, | |
{"name": "pen", "id": 1810, "trainId": 654}, | |
{"name": "violin", "id": 2964, "trainId": 655}, | |
{"name": "sweatshirt", "id": 2662, "trainId": 656}, | |
{"name": "recycling materials", "id": 2087, "trainId": 657}, | |
{"name": "mitten", "id": 1569, "trainId": 658}, | |
{"name": "chopping board, cutting board", "id": 503, "trainId": 659}, | |
{"name": "mask", "id": 1505, "trainId": 660}, | |
{"name": "log", "id": 1468, "trainId": 661}, | |
{"name": "mouse, computer mouse", "id": 1613, "trainId": 662}, | |
{"name": "grill", "id": 1138, "trainId": 663}, | |
{"name": "hole", "id": 1256, "trainId": 664}, | |
{"name": "target", "id": 2715, "trainId": 665}, | |
{"name": "trash bag", "id": 2846, "trainId": 666}, | |
{"name": "chalk", "id": 477, "trainId": 667}, | |
{"name": "sticks", "id": 2576, "trainId": 668}, | |
{"name": "balloon", "id": 108, "trainId": 669}, | |
{"name": "score", "id": 2245, "trainId": 670}, | |
{"name": "hair spray", "id": 1162, "trainId": 671}, | |
{"name": "roll", "id": 2149, "trainId": 672}, | |
{"name": "runner", "id": 2183, "trainId": 673}, | |
{"name": "engine", "id": 858, "trainId": 674}, | |
{"name": "inflatable glove", "id": 1324, "trainId": 675}, | |
{"name": "games", "id": 1055, "trainId": 676}, | |
{"name": "pallets", "id": 1741, "trainId": 677}, | |
{"name": "baskets", "id": 149, "trainId": 678}, | |
{"name": "coop", "id": 615, "trainId": 679}, | |
{"name": "dvd player", "id": 825, "trainId": 680}, | |
{"name": "rocking horse", "id": 2143, "trainId": 681}, | |
{"name": "buckets", "id": 304, "trainId": 682}, | |
{"name": "bread rolls", "id": 283, "trainId": 683}, | |
{"name": "shawl", "id": 2322, "trainId": 684}, | |
{"name": "watering can", "id": 3017, "trainId": 685}, | |
{"name": "spotlights", "id": 2510, "trainId": 686}, | |
{"name": "post-it", "id": 1960, "trainId": 687}, | |
{"name": "bowls", "id": 265, "trainId": 688}, | |
{"name": "security camera", "id": 2282, "trainId": 689}, | |
{"name": "runner cloth", "id": 2184, "trainId": 690}, | |
{"name": "lock", "id": 1461, "trainId": 691}, | |
{"name": "alarm, warning device, alarm system", "id": 3113, "trainId": 692}, | |
{"name": "side", "id": 2372, "trainId": 693}, | |
{"name": "roulette", "id": 2166, "trainId": 694}, | |
{"name": "bone", "id": 232, "trainId": 695}, | |
{"name": "cutlery", "id": 693, "trainId": 696}, | |
{"name": "pool balls", "id": 1945, "trainId": 697}, | |
{"name": "wheels", "id": 3039, "trainId": 698}, | |
{"name": "spice rack", "id": 2494, "trainId": 699}, | |
{"name": "plant pots", "id": 1908, "trainId": 700}, | |
{"name": "towel ring", "id": 2827, "trainId": 701}, | |
{"name": "bread box", "id": 280, "trainId": 702}, | |
{"name": "video", "id": 2950, "trainId": 703}, | |
{"name": "funfair", "id": 1044, "trainId": 704}, | |
{"name": "breads", "id": 288, "trainId": 705}, | |
{"name": "tripod", "id": 2863, "trainId": 706}, | |
{"name": "ironing board", "id": 1342, "trainId": 707}, | |
{"name": "skimmer", "id": 2409, "trainId": 708}, | |
{"name": "hollow", "id": 1258, "trainId": 709}, | |
{"name": "scratching post", "id": 2249, "trainId": 710}, | |
{"name": "tricycle", "id": 2862, "trainId": 711}, | |
{"name": "file box", "id": 920, "trainId": 712}, | |
{"name": "mountain pass", "id": 1607, "trainId": 713}, | |
{"name": "tombstones", "id": 2802, "trainId": 714}, | |
{"name": "cooker", "id": 610, "trainId": 715}, | |
{"name": "card game, cards", "id": 3129, "trainId": 716}, | |
{"name": "golf bag", "id": 1108, "trainId": 717}, | |
{"name": "towel paper", "id": 2823, "trainId": 718}, | |
{"name": "chaise lounge", "id": 476, "trainId": 719}, | |
{"name": "sun", "id": 2641, "trainId": 720}, | |
{"name": "toilet paper holder", "id": 2788, "trainId": 721}, | |
{"name": "rake", "id": 2070, "trainId": 722}, | |
{"name": "key", "id": 1368, "trainId": 723}, | |
{"name": "umbrella stand", "id": 2903, "trainId": 724}, | |
{"name": "dartboard", "id": 699, "trainId": 725}, | |
{"name": "transformer", "id": 2844, "trainId": 726}, | |
{"name": "fireplace utensils", "id": 942, "trainId": 727}, | |
{"name": "sweatshirts", "id": 2663, "trainId": 728}, | |
{ | |
"name": "cellular telephone, cellular phone, cellphone, cell, mobile phone", | |
"id": 457, | |
"trainId": 729, | |
}, | |
{"name": "tallboy", "id": 2701, "trainId": 730}, | |
{"name": "stapler", "id": 2540, "trainId": 731}, | |
{"name": "sauna", "id": 2231, "trainId": 732}, | |
{"name": "test tube", "id": 2746, "trainId": 733}, | |
{"name": "palette", "id": 1738, "trainId": 734}, | |
{"name": "shopping carts", "id": 2350, "trainId": 735}, | |
{"name": "tools", "id": 2808, "trainId": 736}, | |
{"name": "push button, push, button", "id": 2025, "trainId": 737}, | |
{"name": "star", "id": 2541, "trainId": 738}, | |
{"name": "roof rack", "id": 2156, "trainId": 739}, | |
{"name": "barbed wire", "id": 126, "trainId": 740}, | |
{"name": "spray", "id": 2512, "trainId": 741}, | |
{"name": "ear", "id": 831, "trainId": 742}, | |
{"name": "sponge", "id": 2503, "trainId": 743}, | |
{"name": "racket", "id": 2039, "trainId": 744}, | |
{"name": "tins", "id": 2774, "trainId": 745}, | |
{"name": "eyeglasses", "id": 886, "trainId": 746}, | |
{"name": "file", "id": 919, "trainId": 747}, | |
{"name": "scarfs", "id": 2240, "trainId": 748}, | |
{"name": "sugar bowl", "id": 2636, "trainId": 749}, | |
{"name": "flip flop", "id": 963, "trainId": 750}, | |
{"name": "headstones", "id": 1218, "trainId": 751}, | |
{"name": "laptop bag", "id": 1406, "trainId": 752}, | |
{"name": "leash", "id": 1420, "trainId": 753}, | |
{"name": "climbing frame", "id": 526, "trainId": 754}, | |
{"name": "suit hanger", "id": 2639, "trainId": 755}, | |
{"name": "floor spotlight", "id": 975, "trainId": 756}, | |
{"name": "plate rack", "id": 1921, "trainId": 757}, | |
{"name": "sewer", "id": 2305, "trainId": 758}, | |
{"name": "hard drive", "id": 1193, "trainId": 759}, | |
{"name": "sprinkler", "id": 2517, "trainId": 760}, | |
{"name": "tools box", "id": 2809, "trainId": 761}, | |
{"name": "necklace", "id": 1647, "trainId": 762}, | |
{"name": "bulbs", "id": 314, "trainId": 763}, | |
{"name": "steel industry", "id": 2560, "trainId": 764}, | |
{"name": "club", "id": 545, "trainId": 765}, | |
{"name": "jack", "id": 1345, "trainId": 766}, | |
{"name": "door bars", "id": 775, "trainId": 767}, | |
{ | |
"name": "control panel, instrument panel, control board, board, panel", | |
"id": 603, | |
"trainId": 768, | |
}, | |
{"name": "hairbrush", "id": 1163, "trainId": 769}, | |
{"name": "napkin holder", "id": 1641, "trainId": 770}, | |
{"name": "office", "id": 1678, "trainId": 771}, | |
{"name": "smoke detector", "id": 2450, "trainId": 772}, | |
{"name": "utensils", "id": 2915, "trainId": 773}, | |
{"name": "apron", "id": 42, "trainId": 774}, | |
{"name": "scissors", "id": 2242, "trainId": 775}, | |
{"name": "terminal", "id": 2741, "trainId": 776}, | |
{"name": "grinder", "id": 1143, "trainId": 777}, | |
{"name": "entry phone", "id": 862, "trainId": 778}, | |
{"name": "newspaper stand", "id": 1654, "trainId": 779}, | |
{"name": "pepper shaker", "id": 1826, "trainId": 780}, | |
{"name": "onions", "id": 1689, "trainId": 781}, | |
{ | |
"name": "central processing unit, cpu, c p u , central processor, processor, mainframe", | |
"id": 3124, | |
"trainId": 782, | |
}, | |
{"name": "tape", "id": 2710, "trainId": 783}, | |
{"name": "bat", "id": 152, "trainId": 784}, | |
{"name": "coaster", "id": 549, "trainId": 785}, | |
{"name": "calculator", "id": 360, "trainId": 786}, | |
{"name": "potatoes", "id": 1982, "trainId": 787}, | |
{"name": "luggage rack", "id": 1478, "trainId": 788}, | |
{"name": "salt", "id": 2203, "trainId": 789}, | |
{"name": "street number", "id": 2612, "trainId": 790}, | |
{"name": "viewpoint", "id": 2956, "trainId": 791}, | |
{"name": "sword", "id": 2681, "trainId": 792}, | |
{"name": "cd", "id": 437, "trainId": 793}, | |
{"name": "rowing machine", "id": 2171, "trainId": 794}, | |
{"name": "plug", "id": 1933, "trainId": 795}, | |
{"name": "andiron, firedog, dog, dog-iron", "id": 3110, "trainId": 796}, | |
{"name": "pepper", "id": 1824, "trainId": 797}, | |
{"name": "tongs", "id": 2803, "trainId": 798}, | |
{"name": "bonfire", "id": 234, "trainId": 799}, | |
{"name": "dog dish", "id": 764, "trainId": 800}, | |
{"name": "belt", "id": 177, "trainId": 801}, | |
{"name": "dumbbells", "id": 817, "trainId": 802}, | |
{"name": "videocassette recorder, vcr", "id": 3145, "trainId": 803}, | |
{"name": "hook", "id": 1262, "trainId": 804}, | |
{"name": "envelopes", "id": 864, "trainId": 805}, | |
{"name": "shower faucet", "id": 2359, "trainId": 806}, | |
{"name": "watch", "id": 2992, "trainId": 807}, | |
{"name": "padlock", "id": 1725, "trainId": 808}, | |
{"name": "swimming pool ladder", "id": 2667, "trainId": 809}, | |
{"name": "spanners", "id": 2484, "trainId": 810}, | |
{"name": "gravy boat", "id": 1133, "trainId": 811}, | |
{"name": "notice board", "id": 1667, "trainId": 812}, | |
{"name": "trash bags", "id": 2847, "trainId": 813}, | |
{"name": "fire alarm", "id": 932, "trainId": 814}, | |
{"name": "ladle", "id": 1392, "trainId": 815}, | |
{"name": "stethoscope", "id": 2573, "trainId": 816}, | |
{"name": "rocket", "id": 2140, "trainId": 817}, | |
{"name": "funnel", "id": 1046, "trainId": 818}, | |
{"name": "bowling pins", "id": 264, "trainId": 819}, | |
{"name": "valve", "id": 2927, "trainId": 820}, | |
{"name": "thermometer", "id": 2752, "trainId": 821}, | |
{"name": "cups", "id": 679, "trainId": 822}, | |
{"name": "spice jar", "id": 2493, "trainId": 823}, | |
{"name": "night light", "id": 1658, "trainId": 824}, | |
{"name": "soaps", "id": 2466, "trainId": 825}, | |
{"name": "games table", "id": 1057, "trainId": 826}, | |
{"name": "slotted spoon", "id": 2444, "trainId": 827}, | |
{"name": "reel", "id": 2093, "trainId": 828}, | |
{"name": "scourer", "id": 2248, "trainId": 829}, | |
{"name": "sleeping robe", "id": 2432, "trainId": 830}, | |
{"name": "desk mat", "id": 726, "trainId": 831}, | |
{"name": "dumbbell", "id": 816, "trainId": 832}, | |
{"name": "hammer", "id": 1171, "trainId": 833}, | |
{"name": "tie", "id": 2766, "trainId": 834}, | |
{"name": "typewriter", "id": 2900, "trainId": 835}, | |
{"name": "shaker", "id": 2313, "trainId": 836}, | |
{"name": "cheese dish", "id": 488, "trainId": 837}, | |
{"name": "sea star", "id": 2265, "trainId": 838}, | |
{"name": "racquet", "id": 2043, "trainId": 839}, | |
{"name": "butane gas cylinder", "id": 332, "trainId": 840}, | |
{"name": "paper weight", "id": 1771, "trainId": 841}, | |
{"name": "shaving brush", "id": 2320, "trainId": 842}, | |
{"name": "sunglasses", "id": 2646, "trainId": 843}, | |
{"name": "gear shift", "id": 1089, "trainId": 844}, | |
{"name": "towel rail", "id": 2826, "trainId": 845}, | |
{"name": "adding machine, totalizer, totaliser", "id": 3148, "trainId": 846}, | |
] | |
def _get_ade20k_full_meta(): | |
stuff_ids = [k["id"] for k in ADE20K_SEM_SEG_FULL_CATEGORIES] | |
assert len(stuff_ids) == 847, len(stuff_ids) | |
stuff_dataset_id_to_contiguous_id = {k: i for i, k in enumerate(stuff_ids)} | |
stuff_classes = [k["name"] for k in ADE20K_SEM_SEG_FULL_CATEGORIES] | |
ret = { | |
"stuff_dataset_id_to_contiguous_id": stuff_dataset_id_to_contiguous_id, | |
"stuff_classes": stuff_classes, | |
} | |
return ret | |
def register_all_ade20k_full(root): | |
meta = _get_ade20k_full_meta() | |
for name, dirname in [("val", "validation")]: | |
image_dir = os.path.join(root, "ADE20K_2021_17_01/images_detectron2", dirname) | |
gt_dir = os.path.join(root, "ADE20K_2021_17_01/annotations_detectron2", dirname) | |
name = f"ade20k_full_sem_seg_{name}" | |
DatasetCatalog.register( | |
name, | |
lambda x=image_dir, y=gt_dir: load_sem_seg( | |
y, x, gt_ext="tif", image_ext="jpg" | |
), | |
) | |
MetadataCatalog.get(name).set( | |
stuff_classes=meta["stuff_classes"][:], | |
thing_classes=meta["stuff_classes"][:], # the same as stuff_classes | |
image_root=image_dir, | |
sem_seg_root=gt_dir, | |
evaluator_type="sem_seg", | |
ignore_label=65535, # NOTE: gt is saved in 16-bit TIFF images | |
) | |
_root = os.getenv("DETECTRON2_DATASETS", "datasets") | |
register_all_ade20k_full(_root) | |