deprem-ml/deprem_satellite_semantic_whu

.gitignore

@@ -0,0 +1 @@
+checkpoint-*/

all_results.json

@@ -0,0 +1,13 @@
+{
+    "eval_accuracy_background": 0.9887690591984705,
+    "eval_accuracy_building": 0.8665481481372435,
+    "eval_iou_background": 0.9769802942635238,
+    "eval_iou_building": 0.770805969020563,
+    "eval_loss": 0.06921620666980743,
+    "eval_mean_accuracy": 0.9276586036678569,
+    "eval_mean_iou": 0.8738931316420434,
+    "eval_overall_accuracy": 0.9786343765258789,
+    "eval_runtime": 124.6705,
+    "eval_samples_per_second": 4.011,
+    "eval_steps_per_second": 4.011
+}

config.json

@@ -0,0 +1,1075 @@
+{
+  "_name_or_path": "/content/segformer-b0-finetuned-faces-outputs/checkpoint-300",
+  "architectures": [
+    "SegformerForSemanticSegmentation"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "classifier_dropout_prob": 0.1,
+  "decoder_hidden_size": 256,
+  "depths": [
+    2,
+    2,
+    2,
+    2
+  ],
+  "downsampling_rates": [
+    1,
+    4,
+    8,
+    16
+  ],
+  "drop_path_rate": 0.1,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_sizes": [
+    32,
+    64,
+    160,
+    256
+  ],
+  "id2label": {
+    "0": "background",
+    "1": "building"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "label2id": {
+    "Afghan hound, Afghan": 160,
+    "African chameleon, Chamaeleo chamaeleon": 47,
+    "African crocodile, Nile crocodile, Crocodylus niloticus": 49,
+    "African elephant, Loxodonta africana": 386,
+    "African grey, African gray, Psittacus erithacus": 87,
+    "African hunting dog, hyena dog, Cape hunting dog, Lycaon pictus": 275,
+    "Airedale, Airedale terrier": 191,
+    "American Staffordshire terrier, Staffordshire terrier, American pit bull terrier, pit bull terrier": 180,
+    "American alligator, Alligator mississipiensis": 50,
+    "American black bear, black bear, Ursus americanus, Euarctos americanus": 295,
+    "American chameleon, anole, Anolis carolinensis": 40,
+    "American coot, marsh hen, mud hen, water hen, Fulica americana": 137,
+    "American egret, great white heron, Egretta albus": 132,
+    "American lobster, Northern lobster, Maine lobster, Homarus americanus": 122,
+    "Angora, Angora rabbit": 332,
+    "Appenzeller": 240,
+    "Arabian camel, dromedary, Camelus dromedarius": 354,
+    "Arctic fox, white fox, Alopex lagopus": 279,
+    "Australian terrier": 193,
+    "Band Aid": 419,
+    "Bedlington terrier": 181,
+    "Bernese mountain dog": 239,
+    "Blenheim spaniel": 156,
+    "Border collie": 232,
+    "Border terrier": 182,
+    "Boston bull, Boston terrier": 195,
+    "Bouvier des Flandres, Bouviers des Flandres": 233,
+    "Brabancon griffon": 262,
+    "Brittany spaniel": 215,
+    "CD player": 485,
+    "Cardigan, Cardigan Welsh corgi": 264,
+    "Chesapeake Bay retriever": 209,
+    "Chihuahua": 151,
+    "Christmas stocking": 496,
+    "Crock Pot": 521,
+    "Dandie Dinmont, Dandie Dinmont terrier": 194,
+    "Doberman, Doberman pinscher": 236,
+    "Dungeness crab, Cancer magister": 118,
+    "Dutch oven": 544,
+    "Egyptian cat": 285,
+    "English foxhound": 167,
+    "English setter": 212,
+    "English springer, English springer spaniel": 217,
+    "EntleBucher": 241,
+    "Eskimo dog, husky": 248,
+    "European fire salamander, Salamandra salamandra": 25,
+    "European gallinule, Porphyrio porphyrio": 136,
+    "French bulldog": 245,
+    "French horn, horn": 566,
+    "French loaf": 930,
+    "German shepherd, German shepherd dog, German police dog, alsatian": 235,
+    "German short-haired pointer": 210,
+    "Gila monster, Heloderma suspectum": 45,
+    "Gordon setter": 214,
+    "Granny Smith": 948,
+    "Great Dane": 246,
+    "Great Pyrenees": 257,
+    "Greater Swiss Mountain dog": 238,
+    "Ibizan hound, Ibizan Podenco": 173,
+    "Indian cobra, Naja naja": 63,
+    "Indian elephant, Elephas maximus": 385,
+    "Irish setter, red setter": 213,
+    "Irish terrier": 184,
+    "Irish water spaniel": 221,
+    "Irish wolfhound": 170,
+    "Italian greyhound": 171,
+    "Japanese spaniel": 152,
+    "Kerry blue terrier": 183,
+    "Komodo dragon, Komodo lizard, dragon lizard, giant lizard, Varanus komodoensis": 48,
+    "Labrador retriever": 208,
+    "Lakeland terrier": 189,
+    "Leonberg": 255,
+    "Lhasa, Lhasa apso": 204,
+    "Loafer": 630,
+    "Madagascar cat, ring-tailed lemur, Lemur catta": 383,
+    "Maltese dog, Maltese terrier, Maltese": 153,
+    "Mexican hairless": 268,
+    "Model T": 661,
+    "Newfoundland, Newfoundland dog": 256,
+    "Norfolk terrier": 185,
+    "Norwegian elkhound, elkhound": 174,
+    "Norwich terrier": 186,
+    "Old English sheepdog, bobtail": 229,
+    "Pekinese, Pekingese, Peke": 154,
+    "Pembroke, Pembroke Welsh corgi": 263,
+    "Persian cat": 283,
+    "Petri dish": 712,
+    "Polaroid camera, Polaroid Land camera": 732,
+    "Pomeranian": 259,
+    "Rhodesian ridgeback": 159,
+    "Rottweiler": 234,
+    "Saint Bernard, St Bernard": 247,
+    "Saluki, gazelle hound": 176,
+    "Samoyed, Samoyede": 258,
+    "Scotch terrier, Scottish terrier, Scottie": 199,
+    "Scottish deerhound, deerhound": 177,
+    "Sealyham terrier, Sealyham": 190,
+    "Shetland sheepdog, Shetland sheep dog, Shetland": 230,
+    "Shih-Tzu": 155,
+    "Siamese cat, Siamese": 284,
+    "Siberian husky": 250,
+    "Staffordshire bullterrier, Staffordshire bull terrier": 179,
+    "Sussex spaniel": 220,
+    "Tibetan mastiff": 244,
+    "Tibetan terrier, chrysanthemum dog": 200,
+    "Walker hound, Walker foxhound": 166,
+    "Weimaraner": 178,
+    "Welsh springer spaniel": 218,
+    "West Highland white terrier": 203,
+    "Windsor tie": 906,
+    "Yorkshire terrier": 187,
+    "abacus": 398,
+    "abaya": 399,
+    "academic gown, academic robe, judge's robe": 400,
+    "accordion, piano accordion, squeeze box": 401,
+    "acorn": 988,
+    "acorn squash": 941,
+    "acoustic guitar": 402,
+    "admiral": 321,
+    "affenpinscher, monkey pinscher, monkey dog": 252,
+    "agama": 42,
+    "agaric": 992,
+    "aircraft carrier, carrier, flattop, attack aircraft carrier": 403,
+    "airliner": 404,
+    "airship, dirigible": 405,
+    "albatross, mollymawk": 146,
+    "alligator lizard": 44,
+    "alp": 970,
+    "altar": 406,
+    "ambulance": 407,
+    "amphibian, amphibious vehicle": 408,
+    "analog clock": 409,
+    "anemone fish": 393,
+    "ant, emmet, pismire": 310,
+    "apiary, bee house": 410,
+    "apron": 411,
+    "armadillo": 363,
+    "artichoke, globe artichoke": 944,
+    "ashcan, trash can, garbage can, wastebin, ash bin, ash-bin, ashbin, dustbin, trash barrel, trash bin": 412,
+    "assault rifle, assault gun": 413,
+    "axolotl, mud puppy, Ambystoma mexicanum": 29,
+    "baboon": 372,
+    "backpack, back pack, knapsack, packsack, rucksack, haversack": 414,
+    "badger": 362,
+    "bagel, beigel": 931,
+    "bakery, bakeshop, bakehouse": 415,
+    "balance beam, beam": 416,
+    "bald eagle, American eagle, Haliaeetus leucocephalus": 22,
+    "balloon": 417,
+    "ballplayer, baseball player": 981,
+    "ballpoint, ballpoint pen, ballpen, Biro": 418,
+    "banana": 954,
+    "banded gecko": 38,
+    "banjo": 420,
+    "bannister, banister, balustrade, balusters, handrail": 421,
+    "barbell": 422,
+    "barber chair": 423,
+    "barbershop": 424,
+    "barn": 425,
+    "barn spider, Araneus cavaticus": 73,
+    "barometer": 426,
+    "barracouta, snoek": 389,
+    "barrel, cask": 427,
+    "barrow, garden cart, lawn cart, wheelbarrow": 428,
+    "baseball": 429,
+    "basenji": 253,
+    "basketball": 430,
+    "basset, basset hound": 161,
+    "bassinet": 431,
+    "bassoon": 432,
+    "bath towel": 434,
+    "bathing cap, swimming cap": 433,
+    "bathtub, bathing tub, bath, tub": 435,
+    "beach wagon, station wagon, wagon, estate car, beach waggon, station waggon, waggon": 436,
+    "beacon, lighthouse, beacon light, pharos": 437,
+    "beagle": 162,
+    "beaker": 438,
+    "bearskin, busby, shako": 439,
+    "beaver": 337,
+    "bee": 309,
+    "bee eater": 92,
+    "beer bottle": 440,
+    "beer glass": 441,
+    "bell cote, bell cot": 442,
+    "bell pepper": 945,
+    "bib": 443,
+    "bicycle-built-for-two, tandem bicycle, tandem": 444,
+    "bighorn, bighorn sheep, cimarron, Rocky Mountain bighorn, Rocky Mountain sheep, Ovis canadensis": 349,
+    "bikini, two-piece": 445,
+    "binder, ring-binder": 446,
+    "binoculars, field glasses, opera glasses": 447,
+    "birdhouse": 448,
+    "bison": 347,
+    "bittern": 133,
+    "black and gold garden spider, Argiope aurantia": 72,
+    "black grouse": 80,
+    "black stork, Ciconia nigra": 128,
+    "black swan, Cygnus atratus": 100,
+    "black widow, Latrodectus mactans": 75,
+    "black-and-tan coonhound": 165,
+    "black-footed ferret, ferret, Mustela nigripes": 359,
+    "bloodhound, sleuthhound": 163,
+    "bluetick": 164,
+    "boa constrictor, Constrictor constrictor": 61,
+    "boathouse": 449,
+    "bobsled, bobsleigh, bob": 450,
+    "bolete": 997,
+    "bolo tie, bolo, bola tie, bola": 451,
+    "bonnet, poke bonnet": 452,
+    "book jacket, dust cover, dust jacket, dust wrapper": 921,
+    "bookcase": 453,
+    "bookshop, bookstore, bookstall": 454,
+    "borzoi, Russian wolfhound": 169,
+    "bottlecap": 455,
+    "bow": 456,
+    "bow tie, bow-tie, bowtie": 457,
+    "box turtle, box tortoise": 37,
+    "boxer": 242,
+    "brain coral": 109,
+    "brambling, Fringilla montifringilla": 10,
+    "brass, memorial tablet, plaque": 458,
+    "brassiere, bra, bandeau": 459,
+    "breakwater, groin, groyne, mole, bulwark, seawall, jetty": 460,
+    "breastplate, aegis, egis": 461,
+    "briard": 226,
+    "broccoli": 937,
+    "broom": 462,
+    "brown bear, bruin, Ursus arctos": 294,
+    "bubble": 971,
+    "bucket, pail": 463,
+    "buckeye, horse chestnut, conker": 990,
+    "buckle": 464,
+    "bulbul": 16,
+    "bull mastiff": 243,
+    "bullet train, bullet": 466,
+    "bulletproof vest": 465,
+    "bullfrog, Rana catesbeiana": 30,
+    "burrito": 965,
+    "bustard": 138,
+    "butcher shop, meat market": 467,
+    "butternut squash": 942,
+    "cab, hack, taxi, taxicab": 468,
+    "cabbage butterfly": 324,
+    "cairn, cairn terrier": 192,
+    "caldron, cauldron": 469,
+    "can opener, tin opener": 473,
+    "candle, taper, wax light": 470,
+    "cannon": 471,
+    "canoe": 472,
+    "capuchin, ringtail, Cebus capucinus": 378,
+    "car mirror": 475,
+    "car wheel": 479,
+    "carbonara": 959,
+    "cardigan": 474,
+    "cardoon": 946,
+    "carousel, carrousel, merry-go-round, roundabout, whirligig": 476,
+    "carpenter's kit, tool kit": 477,
+    "carton": 478,
+    "cash machine, cash dispenser, automated teller machine, automatic teller machine, automated teller, automatic teller, ATM": 480,
+    "cassette": 481,
+    "cassette player": 482,
+    "castle": 483,
+    "catamaran": 484,
+    "cauliflower": 938,
+    "cello, violoncello": 486,
+    "cellular telephone, cellular phone, cellphone, cell, mobile phone": 487,
+    "centipede": 79,
+    "chain": 488,
+    "chain mail, ring mail, mail, chain armor, chain armour, ring armor, ring armour": 490,
+    "chain saw, chainsaw": 491,
+    "chainlink fence": 489,
+    "chambered nautilus, pearly nautilus, nautilus": 117,
+    "cheeseburger": 933,
+    "cheetah, chetah, Acinonyx jubatus": 293,
+    "chest": 492,
+    "chickadee": 19,
+    "chiffonier, commode": 493,
+    "chime, bell, gong": 494,
+    "chimpanzee, chimp, Pan troglodytes": 367,
+    "china cabinet, china closet": 495,
+    "chiton, coat-of-mail shell, sea cradle, polyplacophore": 116,
+    "chocolate sauce, chocolate syrup": 960,
+    "chow, chow chow": 260,
+    "church, church building": 497,
+    "cicada, cicala": 316,
+    "cinema, movie theater, movie theatre, movie house, picture palace": 498,
+    "cleaver, meat cleaver, chopper": 499,
+    "cliff dwelling": 500,
+    "cliff, drop, drop-off": 972,
+    "cloak": 501,
+    "clog, geta, patten, sabot": 502,
+    "clumber, clumber spaniel": 216,
+    "cock": 7,
+    "cocker spaniel, English cocker spaniel, cocker": 219,
+    "cockroach, roach": 314,
+    "cocktail shaker": 503,
+    "coffee mug": 504,
+    "coffeepot": 505,
+    "coho, cohoe, coho salmon, blue jack, silver salmon, Oncorhynchus kisutch": 391,
+    "coil, spiral, volute, whorl, helix": 506,
+    "collie": 231,
+    "colobus, colobus monkey": 375,
+    "combination lock": 507,
+    "comic book": 917,
+    "common iguana, iguana, Iguana iguana": 39,
+    "common newt, Triturus vulgaris": 26,
+    "computer keyboard, keypad": 508,
+    "conch": 112,
+    "confectionery, confectionary, candy store": 509,
+    "consomme": 925,
+    "container ship, containership, container vessel": 510,
+    "convertible": 511,
+    "coral fungus": 991,
+    "coral reef": 973,
+    "corkscrew, bottle screw": 512,
+    "corn": 987,
+    "cornet, horn, trumpet, trump": 513,
+    "coucal": 91,
+    "cougar, puma, catamount, mountain lion, painter, panther, Felis concolor": 286,
+    "cowboy boot": 514,
+    "cowboy hat, ten-gallon hat": 515,
+    "coyote, prairie wolf, brush wolf, Canis latrans": 272,
+    "cradle": 516,
+    "crane": 517,
+    "crash helmet": 518,
+    "crate": 519,
+    "crayfish, crawfish, crawdad, crawdaddy": 124,
+    "crib, cot": 520,
+    "cricket": 312,
+    "croquet ball": 522,
+    "crossword puzzle, crossword": 918,
+    "crutch": 523,
+    "cucumber, cuke": 943,
+    "cuirass": 524,
+    "cup": 968,
+    "curly-coated retriever": 206,
+    "custard apple": 956,
+    "daisy": 985,
+    "dalmatian, coach dog, carriage dog": 251,
+    "dam, dike, dyke": 525,
+    "damselfly": 320,
+    "desk": 526,
+    "desktop computer": 527,
+    "dhole, Cuon alpinus": 274,
+    "dial telephone, dial phone": 528,
+    "diamondback, diamondback rattlesnake, Crotalus adamanteus": 67,
+    "diaper, nappy, napkin": 529,
+    "digital clock": 530,
+    "digital watch": 531,
+    "dingo, warrigal, warragal, Canis dingo": 273,
+    "dining table, board": 532,
+    "dishrag, dishcloth": 533,
+    "dishwasher, dish washer, dishwashing machine": 534,
+    "disk brake, disc brake": 535,
+    "dock, dockage, docking facility": 536,
+    "dogsled, dog sled, dog sleigh": 537,
+    "dome": 538,
+    "doormat, welcome mat": 539,
+    "dough": 961,
+    "dowitcher": 142,
+    "dragonfly, darning needle, devil's darning needle, sewing needle, snake feeder, snake doctor, mosquito hawk, skeeter hawk": 319,
+    "drake": 97,
+    "drilling platform, offshore rig": 540,
+    "drum, membranophone, tympan": 541,
+    "drumstick": 542,
+    "dugong, Dugong dugon": 149,
+    "dumbbell": 543,
+    "dung beetle": 305,
+    "ear, spike, capitulum": 998,
+    "earthstar": 995,
+    "echidna, spiny anteater, anteater": 102,
+    "eel": 390,
+    "eft": 27,
+    "eggnog": 969,
+    "electric fan, blower": 545,
+    "electric guitar": 546,
+    "electric locomotive": 547,
+    "electric ray, crampfish, numbfish, torpedo": 5,
+    "entertainment center": 548,
+    "envelope": 549,
+    "espresso": 967,
+    "espresso maker": 550,
+    "face powder": 551,
+    "feather boa, boa": 552,
+    "fiddler crab": 120,
+    "fig": 952,
+    "file, file cabinet, filing cabinet": 553,
+    "fire engine, fire truck": 555,
+    "fire screen, fireguard": 556,
+    "fireboat": 554,
+    "flagpole, flagstaff": 557,
+    "flamingo": 130,
+    "flat-coated retriever": 205,
+    "flatworm, platyhelminth": 110,
+    "flute, transverse flute": 558,
+    "fly": 308,
+    "folding chair": 559,
+    "football helmet": 560,
+    "forklift": 561,
+    "fountain": 562,
+    "fountain pen": 563,
+    "four-poster": 564,
+    "fox squirrel, eastern fox squirrel, Sciurus niger": 335,
+    "freight car": 565,
+    "frilled lizard, Chlamydosaurus kingi": 43,
+    "frying pan, frypan, skillet": 567,
+    "fur coat": 568,
+    "gar, garfish, garpike, billfish, Lepisosteus osseus": 395,
+    "garbage truck, dustcart": 569,
+    "garden spider, Aranea diademata": 74,
+    "garter snake, grass snake": 57,
+    "gas pump, gasoline pump, petrol pump, island dispenser": 571,
+    "gasmask, respirator, gas helmet": 570,
+    "gazelle": 353,
+    "geyser": 974,
+    "giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca": 388,
+    "giant schnauzer": 197,
+    "gibbon, Hylobates lar": 368,
+    "go-kart": 573,
+    "goblet": 572,
+    "golden retriever": 207,
+    "goldfinch, Carduelis carduelis": 11,
+    "goldfish, Carassius auratus": 1,
+    "golf ball": 574,
+    "golfcart, golf cart": 575,
+    "gondola": 576,
+    "gong, tam-tam": 577,
+    "goose": 99,
+    "gorilla, Gorilla gorilla": 366,
+    "gown": 578,
+    "grand piano, grand": 579,
+    "grasshopper, hopper": 311,
+    "great grey owl, great gray owl, Strix nebulosa": 24,
+    "great white shark, white shark, man-eater, man-eating shark, Carcharodon carcharias": 2,
+    "green lizard, Lacerta viridis": 46,
+    "green mamba": 64,
+    "green snake, grass snake": 55,
+    "greenhouse, nursery, glasshouse": 580,
+    "grey fox, gray fox, Urocyon cinereoargenteus": 280,
+    "grey whale, gray whale, devilfish, Eschrichtius gibbosus, Eschrichtius robustus": 147,
+    "grille, radiator grille": 581,
+    "grocery store, grocery, food market, market": 582,
+    "groenendael": 224,
+    "groom, bridegroom": 982,
+    "ground beetle, carabid beetle": 302,
+    "guacamole": 924,
+    "guenon, guenon monkey": 370,
+    "guillotine": 583,
+    "guinea pig, Cavia cobaya": 338,
+    "gyromitra": 993,
+    "hair slide": 584,
+    "hair spray": 585,
+    "half track": 586,
+    "hammer": 587,
+    "hammerhead, hammerhead shark": 4,
+    "hamper": 588,
+    "hamster": 333,
+    "hand blower, blow dryer, blow drier, hair dryer, hair drier": 589,
+    "hand-held computer, hand-held microcomputer": 590,
+    "handkerchief, hankie, hanky, hankey": 591,
+    "hard disc, hard disk, fixed disk": 592,
+    "hare": 331,
+    "harmonica, mouth organ, harp, mouth harp": 593,
+    "harp": 594,
+    "hartebeest": 351,
+    "harvester, reaper": 595,
+    "harvestman, daddy longlegs, Phalangium opilio": 70,
+    "hatchet": 596,
+    "hay": 958,
+    "head cabbage": 936,
+    "hen": 8,
+    "hen-of-the-woods, hen of the woods, Polyporus frondosus, Grifola frondosa": 996,
+    "hermit crab": 125,
+    "hip, rose hip, rosehip": 989,
+    "hippopotamus, hippo, river horse, Hippopotamus amphibius": 344,
+    "hog, pig, grunter, squealer, Sus scrofa": 341,
+    "hognose snake, puff adder, sand viper": 54,
+    "holster": 597,
+    "home theater, home theatre": 598,
+    "honeycomb": 599,
+    "hook, claw": 600,
+    "hoopskirt, crinoline": 601,
+    "horizontal bar, high bar": 602,
+    "hornbill": 93,
+    "horned viper, cerastes, sand viper, horned asp, Cerastes cornutus": 66,
+    "horse cart, horse-cart": 603,
+    "hot pot, hotpot": 926,
+    "hotdog, hot dog, red hot": 934,
+    "hourglass": 604,
+    "house finch, linnet, Carpodacus mexicanus": 12,
+    "howler monkey, howler": 379,
+    "hummingbird": 94,
+    "hyena, hyaena": 276,
+    "iPod": 605,
+    "ibex, Capra ibex": 350,
+    "ice bear, polar bear, Ursus Maritimus, Thalarctos maritimus": 296,
+    "ice cream, icecream": 928,
+    "ice lolly, lolly, lollipop, popsicle": 929,
+    "impala, Aepyceros melampus": 352,
+    "indigo bunting, indigo finch, indigo bird, Passerina cyanea": 14,
+    "indri, indris, Indri indri, Indri brevicaudatus": 384,
+    "iron, smoothing iron": 606,
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