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Andes '761': Ecopetrol '762': Ed Hardy '763': Eddie Bauer '764': Edeka '765': Edelrid '766': Eden Cheese '767': Edison '768': Eegee's '769': Efferalgan '770': Egg Beaters '771': Eggo '772': Egnater '773': Eileen Fisher '774': El Chico '775': El Dorado '776': El Jimador '777': El Paso '778': El Taco Tote '779': Elder-Beerman '780': Electrohome '781': Element '782': Elf '783': Elfin '784': Ella Moss '785': Ellesse '786': Elsa '787': Elta '788': Embraer '789': Emerica '790': Emilio '791': Emilio Pucci '792': Empyrean '793': Era '794': Era Alaska '795': Ergowear '796': Ericsson '797': Erikli '798': Eristoff '799': Ermanno Scervino '800': Ermenegildo Zegna '801': Errea '802': Escada '803': Eskimo '804': EskinoL '805': Espolon '806': Espresso Vivace '807': Esselte '808': Esso '809': Estee Lauder '810': Estrella '811': Etnies '812': Etro '813': Eukanuba '814': Everex '815': Everlast '816': Excel '817': Excelsior '818': Executive Airlines '819': Exofficio '820': ExxonMobil '821': FSL '822': 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Can't Believe It's Not Butter '1101': IBM '1102': IFR '1103': IHG '1104': IHOP '1105': IITTALA '1106': INOHERB-1 '1107': INOHERB-2 '1108': IQinVision '1109': ITS-1 '1110': ITS-2 '1111': IVORY '1112': Iams '1113': Ibis '1114': Ice Breakers '1115': Ice Harbor '1116': Ice Mountain '1117': Ideal '1118': Ideal Bikes '1119': Ifb '1120': Iiyama '1121': Ijml '1122': Ikegami '1123': Ilford '1124': Ilford Photo '1125': Illinois '1126': Imo's Pizza '1127': Imperial '1128': Imperial Margarine '1129': In-N-Out Burger '1130': Independent Truck '1131': Indiana '1132': Indomie Mi goreng '1133': Infacare '1134': Infiniti '1135': Infusium 23 '1136': Ingelen '1137': Ingman Ice Cream '1138': Injinji '1139': Inno Hit '1140': Insomnia Coffee Company '1141': Intelligentsia Coffee & Tea '1142': InterCall '1143': Intermarche '1144': Intex '1145': Intymen '1146': Inventec '1147': Invicta '1148': Ipana '1149': Ipso '1150': Irn Bru Bar '1151': Isabel Maran-1 '1152': Isabel Maran-2 '1153': Isla-1 '1154': Isla-2 '1155': Island Fantasy '1156': Isosource '1157': Isuzu-1 '1158': Isuzu-2 '1159': It's a Grind Coffee House '1160': Itautec '1161': Ito En '1162': Ito-Yokado '1163': Izod '1164': J Fuego '1165': JOULES '1166': JUICY COUTURE '1167': JX Holdings '1168': Joe Fresh '1169': Joe's Crab Shack '1170': John Frieda '1171': John Galliano '1172': John Lewis '1173': John Richmond '1174': John Varvatos '1175': John's Incredible Pizza '1176': Johnny Rockets '1177': Johnson Outdoors '1178': Joico '1179': Joma-1 '1180': Joma-2 '1181': Jonathan Charles '1182': Josef Seibel '1183': Juan Valdez Cafe '1184': Juicy Fruit '1185': Jumbo Krispies '1186': Jus-Rol '1187': KAIER '1188': KAISHENG '1189': KANS '1190': KATE SPADE-1 '1191': KATE SPADE-2 '1192': KELA '1193': KITCHEN AID '1194': KTM '1195': KYOCERA '1196': KaZhuMi '1197': Kaipan '1198': Kalco '1199': Kalodont '1200': Karbonn '1201': Karhu '1202': Karl Kani-1 '1203': Karl Kani-2 '1204': Karl Lagerfeld '1205': Kathmandu '1206': Kathrein '1207': Kauffman '1208': Kavu '1209': Keglevich '1210': Kelme '1211': Kelty '1212': Kenneth Cole '1213': Kenzo '1214': Ketel One '1215': Kibon '1216': Kiehl's '1217': Kieninger '1218': Killer Queen '1219': King Edward the Seventh '1220': Kissan '1221': Kiton '1222': Klei '1223': Kleiner Feigling '1224': Knomo '1225': Kola Shaler '1226': Kolynos '1227': Komperdell '1228': Konka '1229': KooGa '1230': Kookai '1231': Koskenkorva '1232': Kotipizza '1233': Kraft Ramek '1234': Krave '1235': Kravet '1236': Krupnik '1237': Krusty-O's '1238': Kryptonics '1239': Kukri '1240': Kung Fu Panda Crunchers '1241': Kuota '1242': Kuwahara '1243': Kwality Wall's '1244': L'ARTISAN PARFUMEUR '1245': L'OCCITANE '1246': L'Occitane en Provence '1247': L.K.Bennett '1248': LAVAZZA '1249': LLoyd's '1250': LOTOS-1 '1251': LOTOS-2 '1252': La Aroma de Cuba '1253': La Aurora '1254': La Choy '1255': La Flor Dominicana '1256': La Gloria Cubana '1257': La Laitiere '1258': La Lechera '1259': La Palina '1260': La Perla '1261': Lacta '1262': Lacto '1263': Lada '1264': Lady's Choice '1265': Laffy Taffy '1266': Lagunitas '1267': Lamb Weston '1268': Lamborghini '1269': Lancia '1270': Landwind-1 '1271': Landwind-2 '1272': Landwind-3 '1273': Lane Furniture '1274': Lanka '1275': Lapierre '1276': Lares Ice Cream Parlor '1277': Las Cabrillas '1278': Loacker '1279': Logitech '1280': Long John Silver's '1281': LongHorn Steakhouse '1282': Longines '1283': Los Angeles '1284': Los Angeles International Airport '1285': Lotus Cars '1286': Lowepro '1287': Lucky '1288': Lucky Charms '1289': Lucozade '1290': Lunchables '1291': Lux '1292': Luxgen '1293': MAD DOG '1294': MARC BY MARC JACOBS '1295': MBT '1296': MDX '1297': Mack & Dave's Department Store '1298': Macy's '1299': Mad River '1300': Maestro Dobel '1301': Maggi '1302': Maggi Masala noodles '1303': MaggieMoo's Ice Cream and Treatery '1304': Magna-1 '1305': Magna-2 '1306': Magners Irish '1307': Mahindra-1 '1308': Mahindra-2 '1309': Maille '1310': Maizena '1311': Maker's Mark '1312': Makro '1313': Maltesers '1314': Mamiya '1315': Man O' War '1316': Manhattan Portage '1317': Maple '1318': Maple Leaf '1319': Marble Slab Creamery '1320': Margherita '1321': Marie Callender's '1322': Mario's Pizzeria '1323': Market Pantry '1324': Marmara '1325': Marmite '1326': Marriott International '1327': Mars '1328': Marsh Wheeling '1329': Marshalls '1330': Marshmallow '1331': Marussia '1332': Marvel '1333': Marvis '1334': Maserati '1335': Massmart '1336': Mattel '1337': Maverik Inc '1338': Mavic '1339': Max Factor '1340': Maxibon '1341': Maxum '1342': Maxwell House '1343': Maynards '1344': Mazda '1345': Mazzio's '1346': McCoys Crisps '1347': McDonald's '1348': Mecca Cola '1349': MediaTek '1350': Medion '1351': Poulain '1352': abus '1353': ac propulsion '1354': adika '1355': adyson '1356': aeknil '1357': agv '1358': airmate '1359': akurra '1360': alcan '1361': alessi '1362': alpinestars-1 '1363': alpinestars-2 '1364': alvedon '1365': amish '1366': amnesia '1367': amy butler '1368': andor technology '1369': anerle '1370': anglepoise '1371': anolon '1372': anoto '1373': anschutz '1374': antonio '1375': apica '1376': apollo '1377': apothia-1 '1378': apothia-2 '1379': arrinera '1380': artega '1381': artline '1382': asd '1383': aspirin '1384': atamel '1385': atari 2600-1 '1386': atari 2600-2 '1387': atlas air '1388': attack '1389': aussieBum '1390': auxx-1 '1391': auxx-2 '1392': avery dennison-1 '1393': avery dennison-2 '1394': babool '1395': baby bullet '1396': bahama breeze '1397': bain de terre-1 '1398': bain de terre-2 '1399': baird '1400': ballograf '1401': band-aid '1402': barrel o' monkeys '1403': basilisk '1404': batavus '1405': batman returns '1406': battleship '1407': bauschlomb-1 '1408': bauschlomb-2 '1409': bealls '1410': benuron '1411': bermex '1412': bermudez '1413': bernzomatic '1414': berol '1415': bhpetrol '1416': bianchi '1417': bic cristal '1418': bigtime '1419': bike friday '1420': bilenky '1421': binaca '1422': bio ionic '1423': biogesic '1424': biostime-1 '1425': biostime-2 '1426': biotene '1427': bisque '1428': bluemoon '1429': boardman bikes '1430': bobble '1431': bobcat '1432': bolwell '1433': bottecchia '1434': brace yourself '1435': brine '1436': brita '1437': british eagle '1438': brm buggy '1439': brodie bicycles '1440': brompton bicycle '1441': brown jordan '1442': brownstone '1443': bukta '1444': burley design '1445': burton james '1446': buscapina '1447': by nord '1448': c-3po's '1449': calfee design '1450': california house '1451': calligraphy pen '1452': calpak '1453': caltex woolworths '1454': camlin '1455': campion cycle '1456': canadel '1457': canbo '1458': canyon bicycles '1459': cape air '1460': capote '1461': captain stag '1462': caran d'ache '1463': caravelas '1464': cartelo '1465': cenpin '1466': ceravision '1467': cervelo '1468': chahua '1469': champps americana '1470': chamyto '1471': chandelle '1472': chando '1473': chanel '1474': chang'an-1 '1475': chang'an-2 '1476': chang'an-3 '1477': changhong '1478': chantelle '1479': chaps '1480': charatan '1481': charles owo '1482': charley's grilled subs '1483': charlie brown's steakhouse '1484': charlotte olympia '1485': charlotte russe '1486': charming charlie '1487': chateau real '1488': chatime '1489': chautauqua airlines '1490': chaya '1491': cheddar's casual cafe '1492': cheddarie '1493': cheeburger cheeburger '1494': cheese flavoured moments '1495': cheeseburger in paradise '1496': cheesecake factory '1497': cheesybite '1498': cheezels '1499': chef-mate '1500': chenkeming-1 '1501': chenkeming-2 '1502': chevys fresh mex '1503': chewits '1504': chewy louie '1505': chex mix '1506': chica rica '1507': chicago town '1508': chicken express '1509': chicken in a biskit '1510': chicken out rotisserie '1511': chicken tonight '1512': chicza '1513': chiffon '1514': chiffon margarine '1515': chilewich '1516': chimei '1517': china post group corporation '1518': china railway group limited '1519': chinese petroleum '1520': ching's secret '1521': chinon '1522': citic '1523': clarins '1524': clement '1525': coca cola '1526': cofco '1527': coffeeheaven '1528': coles '1529': comet balls '1530': commuter '1531': conlia '1532': continental edison '1533': contrex '1534': cookie crisp '1535': cookie crisp brownie '1536': cookie crisp sprinkles '1537': copella '1538': core 2 duo '1539': corgi '1540': corioliss '1541': corneliani '1542': cornnuts '1543': corzo '1544': cosina '1545': country garden '1546': eBags '1547': faceshop '1548': fiyta '1549': fox river mills '1550': franck muller '1551': freakies '1552': frederique constant '1553': frigor '1554': frontier developments '1555': fuyou '1556': g.i. joe '1557': galak '1558': game boy '1559': gamelab '1560': ganningpai '1561': garanimals '1562': gary fisher '1563': gendron bicycles '1564': ghd '1565': gigo '1566': ginetta '1567': girard-perregaux '1568': gitane '1569': glad wrap '1570': gladiator cycle '1571': glashutte original '1572': gleagle '1573': glorix '1574': gnome et rhone '1575': gocycle '1576': goko '1577': gome-1 '1578': gome-2 '1579': gome-3 '1580': good grips '1581': grand sport '1582': great lakes '1583': gree-1 '1584': gree-2 '1585': gree-3 '1586': greubel forsey '1587': grohe '1588': guerciotti '1589': gumby '1590': gumpert '1591': gunnar '1592': guolv '1593': haagen-dazs '1594': habixiong '1595': haers '1596': haier '1597': hanvon '1598': happigo '1599': haro bikes '1600': hase bikes '1601': hd '1602': he-man '1603': hekman '1604': hengshui laobaigan '1605': hershesons '1606': hertz '1607': hetchins '1608': holy cow casino '1609': hongqi '1610': hotata '1611': hualu '1612': huari appliance '1613': huarun '1614': huasheng '1615': huaweimei '1616': huayang '1617': hubba wheels '1618': huffy '1619': huida '1620': humdinger '1621': huntkey '1622': hurom '1623': hutchinson tires '1624': iBall '1625': iPhone-1 '1626': iPhone-2 '1627': iPod '1628': icbc-1 '1629': icbc-2 '1630': icbc-3 '1631': icsoncom '1632': ideagro '1633': ikco '1634': imperial tea court '1635': impulse '1636': independent fabrication '1637': ingersoll '1638': intercity '1639': iron horse bicycles '1640': isTone '1641': isaura '1642': isdera '1643': islabikes '1644': itg '1645': jack in the box '1646': jacob jensen '1647': jaeger-lecoultre '1648': jagex '1649': jamis bicycles '1650': jarrow '1651': jd '1652': jetbeam '1653': jiang zhong '1654': jianjiang '1655': jimin '1656': jinbei '1657': jindan '1658': jittery joe's '1659': jixiangju '1660': jlindeberg-1 '1661': jlindeberg-2 '1662': joe muggs '1663': jowissa '1664': joyoung '1665': jump rope '1666': junghans '1667': jurlique '1668': k'nex '1669': ka-bar '1670': kaixinwang '1671': kangmei '1672': kangshu '1673': kasumi '1674': kensie '1675': kettler '1676': kia da '1677': kichesippi-1 '1678': kichesippi-2 '1679': kilner '1680': kimani '1681': kingdee '1682': kleenex '1683': knudsen '1684': kokuyo '1685': kookaburra '1686': krink '1687': kronan '1688': l.l.bean '1689': la barberie '1690': la cocinera '1691': la corona '1692': la escepicon '1693': la flor de caney '1694': la miu '1695': la porchetta '1696': la roche-posay '1697': la saltena '1698': la sportiva '1699': labtec '1700': lacoste '1701': ladycare '1702': lafuma '1703': laimao '1704': lakme '1705': lambretta '1706': lan-choo '1707': lancome '1708': land rover '1709': laney '1710': lang sha '1711': lanidor '1712': lantianliubizhi '1713': lanvin '1714': lappert's '1715': larosa's pizzeria '1716': laura secord chocolates '1717': le coq '1718': le creuset '1719': le viennois '1720': ledo pizza '1721': lee's famous recipe chicken '1722': lefeng '1723': legea-1 '1724': legea-2 '1725': lego mindstorms '1726': lego mindstorms nxt '1727': lekadol '1728': leki '1729': lender's '1730': lensbaby '1731': lescon '1732': lesportsac '1733': levante '1734': levenger '1735': levis '1736': lexus-1 '1737': lexus-2 '1738': lianle '1739': lifan-1 '1740': lifan-2 '1741': lightlife '1742': lightolier '1743': lincoln logs '1744': lindt '1745': linum '1746': lion cereal '1747': lionel '1748': liquid assets '1749': lishen '1750': lite source '1751': lite-brite '1752': little golden books '1753': little green men '1754': littmann '1755': liu gong '1756': liwayway '1757': lizano '1758': lobethal bierhaus '1759': loblaw '1760': loewe '1761': logan's roadhouse '1762': lollicup coffee & tea '1763': lollo '1764': lolly gobble bliss '1765': longhu '1766': longmu-1 '1767': longmu-2 '1768': longping '1769': longrich '1770': lonkey '1771': lonsdale '1772': looptworks '1773': loreal '1774': loro piana '1775': los libertadores '1776': los statos de luxe '1777': lost coast '1778': louis vuitton-1 '1779': louis vuitton-2 '1780': lovera '1781': lowa '1782': lowe alpine '1783': luby's '1784': luciano soprani '1785': lucky brand '1786': luhua '1787': lululemon athletica-1 '1788': lululemon athletica-2 '1789': luminox '1790': lumiquest '1791': lunazul '1792': luoxin '1793': lupicia '1794': luscious pink '1795': luvs '1796': luxottica '1797': luzhoulaojiao-1 '1798': luzhoulaojiao-2 '1799': luzhoulaojiao-3 '1800': lyle '1801': lysoform '1802': m&g '1803': maarud '1804': macanudo '1805': macro '1806': macron '1807': mactarnahan's '1808': maggi noodles '1809': maggiano's little italy '1810': magic 8-ball '1811': magic hat '1812': magicamah '1813': magimix '1814': maglite '1815': magnatone '1816': maidenform '1817': majestic '1818': mak lubricants '1819': malata-1 '1820': malata-2 '1821': mallow oats '1822': malvern star '1823': mammut '1824': mamonde '1825': mandarina duck '1826': manfrotto '1827': manjiamei '1828': mansmiling '1829': manwich '1830': marc o'polo '1831': marchesa '1832': marco's pizza '1833': margie's candies '1834': marimekko '1835': marin bikes '1836': marina rinaldi '1837': marklin '1838': markor furnishings '1839': marlboro '1840': marni '1841': mars muffin '1842': marshal '1843': marshmallow mateys '1844': maruishi '1845': masi bicycles '1846': maskfamily '1847': matamp '1848': mathmos '1849': matryoshka '1850': matusalem '1851': mauds ice cream '1852': maui jim '1853': mauviel '1854': max mara '1855': maxol '1856': maxxis '1857': maybach-1 '1858': maybach-2 '1859': maydos '1860': mayinglong '1861': mcalister's deli '1862': mccafe '1863': mcdonalds '1864': mcintosh '1865': mclaren '1866': me too '1867': mecca espresso '1868': meccano '1869': mega bloks '1870': meifubao '1871': meiling '1872': meituan '1873': meizu '1874': melatonin '1875': mellow bird's '1876': mellow mushroom '1877': melon bicycles '1878': meng jie-1 '1879': meng jie-2 '1880': mentadent '1881': mentadent sr '1882': mephisto '1883': merckx '1884': merida bikes '1885': merrydown '1886': mesa boogie '1887': metcash '1888': meters bonwe '1889': mexx '1890': meyba-1 '1891': meyba-2 '1892': michel's patisserie '1893': michelin '1894': mickey mouse '1895': micro machines '1896': mido '1897': miele '1898': mikado '1899': mikel coffee company '1900': milk-bone '1901': miller's ale house '1902': millet-1 '1903': millet-2 '1904': millonario '1905': milo's hamburgers '1906': minnetonka '1907': minox '1908': minsheng '1909': minties '1910': miquelrius-1 '1911': miquelrius-2 '1912': miracoli '1913': misc berhad '1914': misfit '1915': miss sixty '1916': missoni '1917': mitchell '1918': mitre '1919': mitsuoka-1 '1920': mitsuoka-2 '1921': miu miu '1922': mmmuffins '1923': mobil '1924': moe's southwest grill '1925': mohawk-1 '1926': mohawk-2 '1927': mokingran '1928': molson brador '1929': molson exel '1930': molten '1931': molton brown '1932': mona lisa-1 '1933': mona lisa-2 '1934': mona lisa-3 '1935': monbento '1936': moncler-1 '1937': moncler-2 '1938': mondaine '1939': montagu '1940': montana mike's '1941': montane '1942': monte '1943': montecruz '1944': montegrappa '1945': montesierpe '1946': moonbasa '1947': moots cycles '1948': morel '1949': morphy richards '1950': moser baer '1951': mossberg '1952': mossimo '1953': mother's pride '1954': mountain hardwear '1955': mountain mike's pizza '1956': mountainsmith '1957': moutai '1958': movado '1959': moving comfort-1 '1960': moving comfort-2 '1961': mr. noodles '1962': mr. pizza '1963': mtx audio '1964': muchachomalo '1965': muddy fox '1966': mueslix '1967': mugg & bean '1968': mulata '1969': munro '1970': murco-1 '1971': murco-2 '1972': murphyusa '1973': musco '1974': music man-1 '1975': music man-2 '1976': mutong '1977': muzak-1 '1978': muzak-2 '1979': mylch '1980': nabob '1981': nairobi java house '1982': nakamichi-1 '1983': nakamichi-2 '1984': nallin '1985': nandos '1986': nanjiren '1987': naot '1988': napapijri '1989': nasty pig-1 '1990': nasty pig-2 '1991': nataraj '1992': national coney island '1993': naturalizer-1 '1994': naturalizer-2 '1995': navneet '1996': neil pryde-1 '1997': neil pryde-2 '1998': nemiroff '1999': nerf '2000': nestle '2001': nestle corn flakes '2002': nestle milk chocolate '2003': nestle wonder ball '2004': nesvita '2005': networker '2006': neutrogena '2007': new balance-1 '2008': new balance-2 '2009': new era '2010': new holland-1 '2011': new holland-2 '2012': new holland-3 '2013': new zealand natural-1 '2014': new zealand natural-2 '2015': new zealand natural-3 '2016': newegg.com '2017': newport creamery-1 '2018': newport creamery-2 '2019': nexxus '2020': nicole lee-1 '2021': nicole lee-2 '2022': nimslo '2023': nina ricci '2024': nioxin '2025': nivea '2026': nixon watches-1 '2027': nixon watches-2 '2028': no fear '2029': noble roman's '2030': nondo '2031': nong shim ltd '2032': nongfu spring-1 '2033': nongfu spring-2 '2034': nongfu spring-3 '2035': norrona '2036': norton-1 '2037': norton-2 '2038': norton-3 '2039': nos (nitrous oxide systems) '2040': noxzema '2041': nut 'n honey '2042': nutren '2043': nutribullet '2044': oakley-1 '2045': oakley-2 '2046': oatmeal crisp '2047': oberweis dairy-1 '2048': oberweis dairy-2 '2049': obey '2050': oggi '2051': oh henry '2052': old country buffet '2053': old el paso '2054': old navy '2055': old style pilsner '2056': old vienna '2057': ollie's bargain outlet '2058': ommegang '2059': on the border mexican grill & cantina '2060': onepiece '2061': onida '2062': ono '2063': oovoo '2064': opel '2065': opinel '2066': orient '2067': oriocx '2068': oris '2069': orkan bensin '2070': oroton '2071': orvis '2072': oryany '2073': osgoode marley '2074': osm '2075': oso '2076': osprey '2077': otto versand '2078': otz shoes '2079': ouija board '2080': ow lee '2081': oxxford '2082': pacific coffee company '2083': pacific pride '2084': pacon '2085': pacsafe '2086': paddy pallin '2087': pajar '2088': pakistan oilfields '2089': pakistan state '2090': pakistan state oil '2091': palecek '2092': paltalk '2093': panaracer '2094': panarotti's '2095': panerai '2096': panoz '2097': pantene '2098': papa gino's '2099': papa guiseppi '2100': papa murphy's take 'n' bake pizza '2101': paralen '2102': paris hilton '2103': parkay '2104': patagonia '2105': patek philippe '2106': paul garmirian '2107': paul green '2108': paul mitchell '2109': pausa '2110': 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'2976': yuzhaolin '2977': yx energi '2978': zamboni '2979': zanussi '2980': zara '2981': zatarain's '2982': zaya '2983': zendium '2984': zephyrhills '2985': zero halliburton '2986': zhenai.com '2987': zhoujunji '2988': zingara '2989': zino '2990': zipp '2991': zjs express '2992': zodiac '2993': zoegas '2994': zoke '2995': zoladkowa gorzka '2996': zonda '2997': zoob '2998': zopo '2999': zwitsal - name: bbox sequence: int64 splits: - name: train num_bytes: 2535668410.482071 num_examples: 126923 - name: test num_bytes: 653095077.906929 num_examples: 31731 download_size: 3116427338 dataset_size: 3188763488.389 configs: - config_name: default data_files: - split: train path: data/train-* - split: test path: data/test-* task_categories: - image-feature-extraction - image-segmentation tags: - legal pretty_name: Logotype Detection size_categories: - 100K ## Dataset Description LogoDet-3K consists of thousand images with brands' logotypes and their bounding boxes. This dataset aims to help train logotype detection models. - **License:** MIT ## Dataset Usage You can download this dataset by the following command (make sure that you have installed [Huggingface Datasets](https://huggingface.co/docs/datasets/quickstart)): ```python from datasets import load_dataset dataset = load_dataset("PodYapolsky/LogoDet-3K") ``` Company ids mapping to names and vice versa ```python company2id = { name: idx for idx, name in enumerate(dataset["train"].features["company_name"].names) } id2company = {v: k for k, v in company2id.items()} ``` ## Dataset Structure The dataset is provided in Parquet format and contains the following attributes: ```json { "image_path": [PIL.Image], "industy_name": [str] Industry type company's brand belongs to, "company_name": [int] The company id to which brand belongs, "bbox": [tuple[int]] bounding box in format ('xmin', 'ymin', 'xmax', 'ymax'), } ```