harshinde/spacenet-models
Image Segmentation • Updated
Datasets:
ImageId stringlengths 24 27 | BuildingId int64 -1 323 | PolygonWKT_Pix stringlengths 13 11.9k | PolygonWKT_Geo stringlengths 13 11.2k |
|---|---|---|---|
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013022223130_Public_img3 | -1 | POLYGON ((0 0, 0 0, 0 0, 0 0)) | POLYGON ((0 0, 0 0, 0 0, 0 0)) |
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013022223130_Public_img4 | 11 | POLYGON ((52.849622071085626 203.737905240113633 0,48.701205558490514 199.661080647968248 0,35.564553250117314 211.245500248874521 0,37.594154879837298 213.473273241742959 0,41.05116863769198 210.488057423701179 0,43.259196786400196 212.738108151563694 0,52.849622071085626 203.737905240113633 0)) | POLYGON ((-43.681927199999961 -22.981281199999955 0,-43.681970199999967 -22.981321599999944 0,-43.681980099999976 -22.981311499999947 0,-43.681995599999937 -22.981324899999947 0,-43.682004699999936 -22.981314899999973 0,-43.681945799999937 -22.981262899999933 0,-43.681927199999961 -22.981281199999955 0)) |
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013022223130_Public_img5 | 1 | POLYGON ((2.12705276208278 222.65190547859288 0,2.584274084161162 269.734787273440872 0,8.136006819658794 267.165541433387887 0,4.478211748855667 259.323776615780105 0,12.039141808308536 255.803893533591491 0,4.656640778864283 239.986697435065139 0,11.057782162278365 237.001480142802535 0,3.987531925840581 221.80806079... | POLYGON ((-43.682172141598564 -22.979559887837731 0,-43.682163799999955 -22.979556099999968 0,-43.682132099999933 -22.979624299999955 0,-43.682160799999963 -22.979637699999955 0,-43.682127699999967 -22.979708699999946 0,-43.682161599999972 -22.979724499999975 0,-43.682145199999979 -22.979759699999931 0,-43.682170091612... |
013022223130_Public_img5 | 2 | POLYGON ((14.001861113047026 203.829923813167397 0,8.849722927015113 192.557386872818427 0,1.865618489118934 195.730416110308909 0,2.000997982508381 209.671272309539432 0,14.001861113047026 203.829923813167397 0)) | POLYGON ((-43.682118899999978 -22.979475399999956 0,-43.682172706774672 -22.9795016205602 0,-43.682173313758838 -22.979439043047481 0,-43.682142 -22.979424799999947 0,-43.682118899999978 -22.979475399999956 0)) |
013022223130_Public_img5 | 3 | POLYGON ((43.464954355664183 123.385001106848108 0,49.17468325254918 134.167427750053918 0,66.727638865703113 124.877609766434304 0,60.661051921479029 113.426850887403859 0,43.464954355664183 123.385001106848108 0)) | POLYGON ((-43.681986799999947 -22.979114299999935 0,-43.681909699999949 -22.979069599999946 0,-43.681882499999972 -22.979121 0,-43.681961199999932 -22.979162699999961 0,-43.681986799999947 -22.979114299999935 0)) |
013022223130_Public_img5 | 4 | POLYGON ((0.123562940894309 16.340279582513851 0,0.190377135690204 23.220546624005333 0,2.805439617881179 21.976724141238826 0,0.123562940894309 16.340279582513851 0)) | POLYGON ((-43.682181124396237 -22.978633799209533 0,-43.682169099999953 -22.978659099999959 0,-43.682180824829757 -22.978664683252248 0,-43.682181124396237 -22.978633799209533 0)) |
013022223130_Public_img5 | 5 | POLYGON ((59.902728547111948 111.978797727723702 0,65.545546549819875 122.627557920282172 0,76.563539035579083 117.748732651315692 0,71.701348012217807 106.765806345593717 0,59.902728547111948 111.978797727723702 0)) | POLYGON ((-43.681913099999974 -22.979063099999962 0,-43.6818602 -22.9790397 0,-43.681838399999947 -22.979089 0,-43.6818878 -22.979110899999966 0,-43.681913099999974 -22.979063099999962 0)) |
013022223130_Public_img5 | 6 | POLYGON ((114.680440125849913 294.455774148234298 0,99.447061864773545 281.022296327512322 0,78.258614801643731 305.037701115469076 0,92.242989865337918 319.161788899016244 0,99.80391992479079 311.876967604666788 0,114.680440125849913 294.455774148234298 0)) | POLYGON ((-43.681667499999946 -22.979882199999963 0,-43.681734199999937 -22.979960399999982 0,-43.681768099999942 -22.979993099999945 0,-43.681830799999943 -22.979929699999957 0,-43.681735799999956 -22.979821899999934 0,-43.681667499999946 -22.979882199999963 0)) |
013022223130_Public_img5 | 7 | POLYGON ((3.636766895130788 378.116422609979224 0,3.907543970453009 405.999997652516754 0,11.387909374229721 405.937818243119295 0,21.339754881819587 396.287328199909382 0,3.636766895130788 378.116422609979224 0)) | POLYGON ((-43.682165372681418 -22.98025773470302 0,-43.682086 -22.980339299999969 0,-43.682130619849694 -22.980382618979434 0,-43.682164158631984 -22.980382898089463 0,-43.682165372681418 -22.98025773470302 0)) |
013022223130_Public_img5 | 8 | POLYGON ((40.565482646549995 321.679173626676459 0,51.49426060462676 331.770990295185186 0,56.178022588470824 326.803054065979779 0,60.52723013946396 330.924436138091323 0,69.136430751802223 321.612340413224786 0,53.769230715049865 307.421419405936831 0,40.565482646549995 321.679173626676459 0)) | POLYGON ((-43.681999799999971 -22.980004399999928 0,-43.681940599999962 -22.979940399999975 0,-43.681871699999931 -22.980004099999974 0,-43.6819103 -22.980045899999936 0,-43.681929799999978 -22.980027399999983 0,-43.681950799999981 -22.980049699999938 0,-43.681999799999971 -22.980004399999928 0)) |
013022223130_Public_img5 | 9 | POLYGON ((2.000997982508381 209.671272309539432 0,2.032429926346101 212.908012174015226 0,5.191927868890132 219.847619588456269 0,7.199254429546007 218.934232205247241 0,13.265841372185324 232.211765830117628 0,29.725919197138467 224.704167113801418 0,19.131695665573556 201.49076101627395 0,14.001861113047026 203.82992... | POLYGON ((-43.682172706774672 -22.9795016205602 0,-43.682118899999978 -22.979475399999956 0,-43.682095899999979 -22.979464899999982 0,-43.682048399999985 -22.979569099999935 0,-43.682122199999981 -22.979602799999952 0,-43.682149399999957 -22.979543199999966 0,-43.682158399999935 -22.979547299999979 0,-43.68217256584718... |
013022223130_Public_img5 | 10 | POLYGON ((25.153675368143169 113.850127972678223 0,14.960917138249961 120.444339311325692 0,20.938289575393579 131.73915398025818 0,41.992914873940784 120.600283490556549 0,43.464954355664183 123.385001106848108 0,60.661051921479029 113.426850887403859 0,53.077818228520776 99.102263442131999 0,25.153675368143169 113.85... | POLYGON ((-43.682068899999933 -22.979071499999975 0,-43.681943699999977 -22.979005299999983 0,-43.681909699999949 -22.979069599999946 0,-43.681986799999947 -22.979114299999935 0,-43.681993399999953 -22.979101799999967 0,-43.682087799999977 -22.979151799999954 0,-43.682114599999977 -22.9791011 0,-43.682068899999933 -22.... |
013022223130_Public_img5 | 11 | POLYGON ((3.987531925840581 221.808060792858214 0,2.079180246760386 217.722179287538381 0,2.12705276208278 222.65190547859288 0,3.987531925840581 221.808060792858214 0)) | POLYGON ((-43.682163799999955 -22.979556099999968 0,-43.682172141598564 -22.979559887837731 0,-43.682172356238596 -22.979537759354447 0,-43.682163799999955 -22.979556099999968 0)) |
013022223130_Public_img5 | 12 | POLYGON ((44.089455943261889 149.316291629376394 0,55.776557274120968 169.856368806557867 0,72.615796792596726 158.472443159974262 0,62.311520433211051 140.472028458031701 0,44.089455943261889 149.316291629376394 0)) | POLYGON ((-43.681984 -22.9792307 0,-43.681902299999933 -22.979191 0,-43.681856099999948 -22.979271799999935 0,-43.681931599999984 -22.979322899999943 0,-43.681984 -22.9792307 0)) |
013022223130_Public_img6 | 1 | POLYGON ((36.020062173797648 155.156018724623209 0,21.61171612369461 161.438345124301094 0,32.45143157115109 186.300317713019183 0,48.487965322538848 179.327380960488796 0,36.020062173797648 155.156018724623209 0)) | POLYGON ((-43.682037699999967 -22.977450699999963 0,-43.6819818 -22.977559199999973 0,-43.682053699999983 -22.977590499999963 0,-43.6821023 -22.977478899999937 0,-43.682037699999967 -22.977450699999963 0)) |
013022223130_Public_img6 | 2 | POLYGON ((3.263441592850214 339.701882530978139 0,3.494219051021994 363.46853594528784 0,13.158522406100364 359.376182407882482 0,4.571505023632657 339.147982490480445 0,3.263441592850214 339.701882530978139 0)) | POLYGON ((-43.682184564718739 -22.978279086337047 0,-43.682178699999952 -22.978276599999958 0,-43.682140199999935 -22.978367399999968 0,-43.682183530025107 -22.97838576968698 0,-43.682184564718739 -22.978279086337047 0)) |
013022223130_Public_img6 | 3 | POLYGON ((31.536969990078724 9.994178798101162 0,34.570305985529515 22.514276105552767 0,47.216640685322282 19.907778976354585 0,44.18330466609963 7.387681681566417 0,31.536969990078724 9.994178798101162 0)) | POLYGON ((-43.682057799999939 -22.976799099999937 0,-43.682001099999979 -22.976787399999978 0,-43.681987499999934 -22.976843599999938 0,-43.6820442 -22.976855299999954 0,-43.682057799999939 -22.976799099999937 0)) |
013022223130_Public_img6 | 4 | POLYGON ((2.490461109419699 260.096364615754226 0,2.587321595016997 270.071557080666423 0,9.522979977356238 267.25767287294866 0,5.932045441129375 258.435682606860041 0,2.490461109419699 260.096364615754226 0)) | POLYGON ((-43.682188030386413 -22.97792175444113 0,-43.682172599999944 -22.977914299999952 0,-43.682156499999962 -22.977953899999932 0,-43.682187596111213 -22.977966530915538 0,-43.682188030386413 -22.97792175444113 0)) |
013022223130_Public_img6 | 5 | POLYGON ((3.659033812447805 380.44201028546604 0,3.824063894583142 397.43765947048945 0,9.612195749712438 395.08742080559847 0,3.659033812447805 380.44201028546604 0)) | POLYGON ((-43.682182791076059 -22.978461959930133 0,-43.682156099999929 -22.978527699999972 0,-43.682182051161618 -22.978538249711349 0,-43.682182791076059 -22.978461959930133 0)) |
013022223130_Public_img7 | 1 | POLYGON ((22.931584634148944 204.147895274542378 0,26.388744171921225 222.705273875377543 0,37.317829187655121 220.677997221657762 0,36.158007925905927 214.440222903007054 0,46.574095072208877 212.502057318399437 0,47.867741869523883 219.519553424507109 0,80.07508629377503 213.526834517422117 0,78.313050133073375 204.1... | POLYGON ((-43.682113899999933 -22.975864399999978 0,-43.681996 -22.9758384 0,-43.681987 -22.975886799999955 0,-43.681865599999981 -22.975864299999955 0,-43.681857699999966 -22.975906499999951 0,-43.682002099999977 -22.975933399999974 0,-43.682007899999974 -22.9759019 0,-43.682054599999958 -22.975910599999963 0,-43.6820... |
013022223130_Public_img7 | 2 | POLYGON ((73.740677830087321 307.53900465461561 0,76.84096928939384 325.071606056428095 0,120.178137034312414 317.45261028130119 0,117.077845570251455 299.94228664360088 0,73.740677830087321 307.53900465461561 0)) | POLYGON ((-43.681886099999986 -22.976328499999966 0,-43.681691799999953 -22.976294399999972 0,-43.681677899999954 -22.976373 0,-43.6818722 -22.976407199999983 0,-43.681886099999986 -22.976328499999966 0)) |
013022223130_Public_img7 | 3 | POLYGON ((19.697467634522177 180.310686256993876 0,40.596554694910992 174.986300311264642 0,37.563175998632943 163.134529107094636 0,16.75330595508715 168.436637282379962 0,19.697467634522177 180.310686256993876 0)) | POLYGON ((-43.682128399999954 -22.975757399999964 0,-43.682141599999966 -22.975704099999973 0,-43.682048299999963 -22.975680299999965 0,-43.682034699999974 -22.975733499999933 0,-43.682128399999954 -22.975757399999964 0)) |
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013022223130_Public_img8 | 17 | POLYGON ((42.964644528504941 81.578748952580327 0,51.774949290818753 75.630582305923156 0,47.403253753315497 69.147749020071643 0,43.611477024039594 63.199582375788872 0,34.645040270262747 68.813582342577092 0,42.964644528504941 81.578748952580327 0)) | POLYGON ((-43.682041599999934 -22.973508 0,-43.682078899999965 -22.973450699999944 0,-43.682038699999964 -22.973425499999962 0,-43.6820217 -22.9734522 0,-43.682002099999977 -22.973481299999946 0,-43.682041599999934 -22.973508 0)) |
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013022223130_Public_img9 | 8 | POLYGON ((83.986761675932271 164.92316910097216 0,95.183812914147339 152.447606772652307 0,82.135456392763771 142.043878900755061 0,71.674466292757728 155.120941551865087 0,83.986761675932271 164.92316910097216 0)) | POLYGON ((-43.681875199999979 -22.972075899999936 0,-43.681930399999942 -22.972031899999934 0,-43.681883499999969 -22.971973199999979 0,-43.681825 -22.972019899999964 0,-43.681875199999979 -22.972075899999936 0)) |
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013022223130_Public_img9 | 12 | POLYGON ((71.652161404786995 298.701297352658059 0,69.800856121618494 306.543079394476422 0,82.269285695230451 309.260969763473497 0,84.098286087258501 301.575132247909835 0,71.652161404786995 298.701297352658059 0)) | POLYGON ((-43.681930499999964 -22.972676399999955 0,-43.6818747 -22.972689299999956 0,-43.681882899999948 -22.972723799999983 0,-43.681938799999955 -22.972711599999968 0,-43.681930499999964 -22.972676399999955 0)) |
013022223130_Public_img9 | 13 | POLYGON ((104.707997949186918 164.009779724881071 0,94.001654132218249 154.408052279941046 0,81.176346419223421 168.665837807066197 0,92.507226959905168 178.846787779904275 0,104.707997949186918 164.009779724881071 0)) | POLYGON ((-43.681782299999952 -22.972071799999981 0,-43.681837 -22.972138399999949 0,-43.6818878 -22.972092699999962 0,-43.681830299999945 -22.972028699999953 0,-43.681782299999952 -22.972071799999981 0)) |
013022223130_Public_img9 | 14 | POLYGON ((92.507226959905168 178.846787779904275 0,86.908701353476502 185.084568944064188 0,97.057423099550292 194.173907222038707 0,115.481256404710066 173.678340530753616 0,104.707997949186918 164.009779724881071 0,92.507226959905168 178.846787779904275 0)) | POLYGON ((-43.681837 -22.972138399999949 0,-43.681782299999952 -22.972071799999981 0,-43.681734 -22.972115199999962 0,-43.681816599999934 -22.972207199999957 0,-43.681862099999933 -22.972166399999935 0,-43.681837 -22.972138399999949 0)) |
013022223130_Public_img9 | 15 | POLYGON ((136.308440891071115 169.657545592395536 0,136.308440891071115 164.350270332510178 0,133.637431130294203 166.839059031140039 0,136.308440891071115 169.657545592395536 0)) | POLYGON ((-43.681640624999886 -22.97209715155369 0,-43.6816526 -22.972084499999937 0,-43.681640624999886 -22.972073328385914 0,-43.681640624999886 -22.97209715155369 0)) |
013022223130_Public_img9 | 16 | POLYGON ((105.912461631765609 356.20027303992282 0,119.808403705854147 364.643555404531412 0,126.455258825027244 353.749716158977776 0,112.247048382742733 345.105933678330246 0,111.555597007796322 346.242100964561018 0,105.912461631765609 356.20027303992282 0)) | POLYGON ((-43.681776899999932 -22.972934499999951 0,-43.681751599999984 -22.972889799999962 0,-43.681748499999969 -22.972884699999952 0,-43.681684799999971 -22.972923499999979 0,-43.681714599999964 -22.972972399999946 0,-43.681776899999932 -22.972934499999951 0)) |
013022223130_Public_img9 | 17 | POLYGON ((13.034929003713788 397.525573284140989 0,5.830897906587257 395.095734729714763 0,3.857733220046168 401.008187838200968 0,3.889121684095377 404.241583841536112 0,9.223610395051764 405.955812843220144 0,13.523479817770768 405.920083354796418 0,15.666905188353921 398.550351606991569 0,13.034929003713788 397.5255... | POLYGON ((-43.682193299999938 -22.97312 0,-43.682181499999956 -22.973124599999949 0,-43.682191109668722 -22.973157681072113 0,-43.68221038737321 -22.973157841453769 0,-43.682234303610393 -22.973150146664427 0,-43.682234444335023 -22.973135632675291 0,-43.682225597999945 -22.973109092999948 0,-43.682193299999938 -22.973... |
013022223130_Public_img9 | 18 | POLYGON ((41.09447174731509 123.709257820134255 0,54.232047817411882 136.830876061028619 0,59.049902528708351 131.283706386564035 0,61.414220119509125 133.333263048094466 0,70.380783082068959 123.040924125331074 0,83.362224949049477 103.748358092289806 0,67.035050634511677 92.89907441119361 0,53.228328086948352 110.632... | POLYGON ((-43.6820675 -22.971890899999948 0,-43.682013099999949 -22.971832199999938 0,-43.681951199999958 -22.971752599999945 0,-43.681878 -22.971801299999981 0,-43.681936199999939 -22.971887899999956 0,-43.6819764 -22.971934099999942 0,-43.681987 -22.971924899999976 0,-43.682008599999961 -22.971949799999948 0,-43.6820... |
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013022223130_Public_img9 | 21 | POLYGON ((96.611325427302788 228.793592709877856 0,86.618737873251263 248.754492436139373 0,94.960764085155446 252.920439144668194 0,96.923593795498746 248.954992540306421 0,103.146656144658792 252.073883136632787 0,111.15410912575399 236.056152197679808 0,96.611325427302788 228.793592709877856 0)) | POLYGON ((-43.681818599999986 -22.9723626 0,-43.681753399999934 -22.972395199999937 0,-43.681789299999934 -22.9724671 0,-43.681817199999955 -22.972453099999939 0,-43.681826 -22.972470899999962 0,-43.681863399999941 -22.972452199999964 0,-43.681818599999986 -22.9723626 0)) |
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013022223130_Public_img9 | 23 | POLYGON ((68.752526627892351 127.474204321911913 0,74.66332059617757 133.199596316731913 0,76.626150306520884 131.172317437430166 0,82.581554050747556 136.942265010162487 0,91.592726762306285 127.630148834711704 0,79.748833925086259 116.1570870612601 0,68.752526627892351 127.474204321911913 0)) | POLYGON ((-43.681943499999932 -22.9719078 0,-43.681894199999931 -22.971857 0,-43.681841099999986 -22.971908499999927 0,-43.681881499999974 -22.971950299999946 0,-43.681908199999953 -22.971924399999978 0,-43.681917 -22.971933499999977 0,-43.681943499999932 -22.9719078 0)) |
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013022223130_Public_img9 | 26 | POLYGON ((84.098286087258501 301.575132247909835 0,94.871544560215085 303.802911230587142 0,96.477496126420959 296.005684778553132 0,93.131763691542531 295.315073288857775 0,95.161508038855473 285.490567957521989 0,75.667040340904819 281.458287992227724 0,71.652161404786995 298.701297352658059 0,84.098286087258501 301.... | POLYGON ((-43.6818747 -22.972689299999956 0,-43.681930499999964 -22.972676399999955 0,-43.681912499999953 -22.972599 0,-43.681825099999969 -22.972617099999979 0,-43.681834199999969 -22.972661199999948 0,-43.6818192 -22.972664299999963 0,-43.681826399999977 -22.972699299999931 0,-43.6818747 -22.972689299999956 0)) |
013022223130_Public_img9 | 27 | POLYGON ((3.889926989688379 290.035237089781788 0,2.821567145994175 294.270398439306234 0,3.128982465732905 325.937939393682541 0,16.603710267584109 328.82086927111186 0,25.258004860363119 294.602184024056896 0,3.889926989688379 290.035237089781788 0)) | POLYGON ((-43.682234299999948 -22.972637499999962 0,-43.682138499999951 -22.972658 0,-43.682177299999978 -22.972811599999943 0,-43.682237711560212 -22.972798659174604 0,-43.682239089802458 -22.972656510688957 0,-43.682234299999948 -22.972637499999962 0)) |
013022223130_Public_img10 | 1 | POLYGON ((137.143659145580216 8.536341371600789 0,140.216200032686089 12.107436599439501 0,140.216200032686089 5.9348112344435 0,137.143659145580216 8.536341371600789 0)) | POLYGON ((-43.681654399999957 -22.969567699999971 0,-43.681640624999886 -22.969556022321338 0,-43.681640624999886 -22.969583729836355 0,-43.681654399999957 -22.969567699999971 0)) |
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SpaceNet (Rio de Janeiro) - Building Detection
This dataset contains high-resolution satellite imagery and corresponding building footprint annotations for (Rio de Janeiro) from the SpaceNet Building Detection Challenge. It is designed for training deep learning models for semantic segmentation and building footprint extraction.
Dataset Details
- Total Tiles: 6,940 image tiles
- Imagery Types:
- 3-band (RGB) Pan-sharpened GeoTIFFs (high spatial resolution)
- 8-band Multispectral GeoTIFFs
- Annotations: Building footprints in GeoJSON format (vector polygons), easily convertible to binary raster masks (0: background, 1: building).
Uses
Direct Use
This dataset is directly applicable for:
- Semantic segmentation (binary or instance segmentation)
- Building footprint detection
- Testing new earth-observation model architectures (like U-Nets)
Related Model
A fully configured PyTorch U-Net trained on this exact dataset can be found here: harshinde/spacenet-models
Source
This data originates from the SpaceNet Challenge series, which aims to accelerate the development of open source algorithms for automating mapping from commercial satellite imagery.
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Models trained or fine-tuned on harshinde/spacenet-rio