ORBIS
Collection
Collection of datasets, weigths and demos for maritime survillance project using remote sensing. • 1 item • Updated
image_id stringlengths 11 14 | image_relpath stringlengths 22 25 ⌀ | height int64 128 128 ⌀ | width int64 128 128 ⌀ | channels int64 5 5 ⌀ | band_order stringclasses 1 value | num_boxes int64 0 10 ⌀ | has_objects bool 2 classes | country stringclasses 3 values | format stringclasses 1 value | task stringclasses 1 value | split stringclasses 2 values |
|---|---|---|---|---|---|---|---|---|---|---|---|
Image_DEN_0 | images\Image_DEN_0.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 0 | false | DEN | npy | detection | train |
Image_DEN_10 | images\Image_DEN_10.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 0 | false | DEN | npy | detection | train |
Image_DEN_100 | images\Image_DEN_100.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | train |
Image_DEN_101 | images\Image_DEN_101.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | train |
Image_DEN_102 | images\Image_DEN_102.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | train |
Image_DEN_103 | images\Image_DEN_103.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | train |
Image_DEN_104 | images\Image_DEN_104.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | train |
Image_DEN_105 | images\Image_DEN_105.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | val |
Image_DEN_106 | images\Image_DEN_106.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | train |
Image_DEN_107 | images\Image_DEN_107.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 5 | true | DEN | npy | detection | train |
Image_DEN_108 | images\Image_DEN_108.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | train |
Image_DEN_109 | images\Image_DEN_109.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | train |
Image_DEN_11 | images\Image_DEN_11.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | val |
Image_DEN_110 | images\Image_DEN_110.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | train |
Image_DEN_112 | images\Image_DEN_112.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 4 | true | DEN | npy | detection | train |
Image_DEN_113 | images\Image_DEN_113.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | train |
Image_DEN_114 | images\Image_DEN_114.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 4 | true | DEN | npy | detection | train |
Image_DEN_116 | images\Image_DEN_116.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 5 | true | DEN | npy | detection | train |
Image_DEN_12 | images\Image_DEN_12.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 2 | true | DEN | npy | detection | train |
Image_DEN_120 | images\Image_DEN_120.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 8 | true | DEN | npy | detection | train |
Image_DEN_121 | images\Image_DEN_121.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 0 | false | DEN | npy | detection | train |
Image_DEN_122 | images\Image_DEN_122.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | train |
Image_DEN_123 | images\Image_DEN_123.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | train |
Image_DEN_124 | images\Image_DEN_124.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | train |
Image_DEN_126 | images\Image_DEN_126.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 7 | true | DEN | npy | detection | train |
Image_DEN_127 | images\Image_DEN_127.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | train |
Image_DEN_13 | images\Image_DEN_13.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 0 | false | DEN | npy | detection | train |
Image_DEN_131 | images\Image_DEN_131.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 0 | false | DEN | npy | detection | train |
Image_DEN_133 | images\Image_DEN_133.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 0 | false | DEN | npy | detection | val |
Image_DEN_135 | images\Image_DEN_135.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | val |
Image_DEN_136 | images\Image_DEN_136.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 3 | true | DEN | npy | detection | train |
Image_DEN_137 | images\Image_DEN_137.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 2 | true | DEN | npy | detection | train |
Image_DEN_138 | images\Image_DEN_138.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | train |
Image_DEN_14 | images\Image_DEN_14.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | train |
Image_DEN_140 | images\Image_DEN_140.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 3 | true | DEN | npy | detection | train |
Image_DEN_142 | images\Image_DEN_142.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | val |
Image_DEN_145 | images\Image_DEN_145.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 5 | true | DEN | npy | detection | val |
Image_DEN_147 | images\Image_DEN_147.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 0 | false | DEN | npy | detection | train |
Image_DEN_15 | images\Image_DEN_15.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | val |
Image_DEN_151 | images\Image_DEN_151.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 0 | false | DEN | npy | detection | val |
Image_DEN_152 | images\Image_DEN_152.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 0 | false | DEN | npy | detection | train |
Image_DEN_153 | images\Image_DEN_153.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 0 | false | DEN | npy | detection | val |
Image_DEN_159 | images\Image_DEN_159.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 0 | false | DEN | npy | detection | train |
Image_DEN_16 | images\Image_DEN_16.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 0 | false | DEN | npy | detection | train |
Image_DEN_161 | images\Image_DEN_161.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 2 | true | DEN | npy | detection | train |
Image_DEN_163 | images\Image_DEN_163.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 0 | false | DEN | npy | detection | train |
Image_DEN_164 | images\Image_DEN_164.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 0 | false | DEN | npy | detection | train |
Image_DEN_165 | images\Image_DEN_165.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | val |
Image_DEN_166 | images\Image_DEN_166.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 0 | false | DEN | npy | detection | train |
Image_DEN_169 | images\Image_DEN_169.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 8 | true | DEN | npy | detection | train |
Image_DEN_17 | images\Image_DEN_17.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 4 | true | DEN | npy | detection | train |
Image_DEN_171 | images\Image_DEN_171.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 0 | false | DEN | npy | detection | train |
Image_DEN_176 | images\Image_DEN_176.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 0 | false | DEN | npy | detection | train |
Image_DEN_179 | images\Image_DEN_179.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | train |
Image_DEN_18 | images\Image_DEN_18.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | train |
Image_DEN_180 | images\Image_DEN_180.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | train |
Image_DEN_182 | images\Image_DEN_182.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | val |
Image_DEN_183 | images\Image_DEN_183.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | train |
Image_DEN_184 | images\Image_DEN_184.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | train |
Image_DEN_185 | images\Image_DEN_185.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | train |
Image_DEN_186 | images\Image_DEN_186.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | train |
Image_DEN_187 | images\Image_DEN_187.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | train |
Image_DEN_188 | images\Image_DEN_188.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 0 | false | DEN | npy | detection | val |
Image_DEN_189 | images\Image_DEN_189.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | train |
Image_DEN_19 | images\Image_DEN_19.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | train |
Image_DEN_190 | images\Image_DEN_190.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | train |
Image_DEN_191 | images\Image_DEN_191.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | train |
Image_DEN_193 | images\Image_DEN_193.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | val |
Image_DEN_194 | images\Image_DEN_194.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 0 | false | DEN | npy | detection | train |
Image_DEN_196 | images\Image_DEN_196.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 0 | false | DEN | npy | detection | train |
Image_DEN_197 | images\Image_DEN_197.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | train |
Image_DEN_198 | images\Image_DEN_198.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | train |
Image_DEN_199 | images\Image_DEN_199.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | train |
Image_DEN_20 | images\Image_DEN_20.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 3 | true | DEN | npy | detection | train |
Image_DEN_201 | images\Image_DEN_201.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | val |
Image_DEN_202 | images\Image_DEN_202.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | train |
Image_DEN_203 | images\Image_DEN_203.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | train |
Image_DEN_206 | images\Image_DEN_206.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 0 | false | DEN | npy | detection | train |
Image_DEN_207 | images\Image_DEN_207.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | train |
Image_DEN_208 | images\Image_DEN_208.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | train |
Image_DEN_209 | images\Image_DEN_209.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | train |
Image_DEN_21 | images\Image_DEN_21.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 0 | false | DEN | npy | detection | train |
Image_DEN_211 | images\Image_DEN_211.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | train |
Image_DEN_212 | images\Image_DEN_212.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | train |
Image_DEN_214 | images\Image_DEN_214.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 0 | false | DEN | npy | detection | train |
Image_DEN_215 | images\Image_DEN_215.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 0 | false | DEN | npy | detection | train |
Image_DEN_218 | images\Image_DEN_218.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | train |
Image_DEN_222 | images\Image_DEN_222.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 0 | false | DEN | npy | detection | val |
Image_DEN_223 | images\Image_DEN_223.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | val |
Image_DEN_224 | images\Image_DEN_224.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | train |
Image_DEN_225 | images\Image_DEN_225.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 0 | false | DEN | npy | detection | val |
Image_DEN_228 | images\Image_DEN_228.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | val |
Image_DEN_23 | images\Image_DEN_23.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | val |
Image_DEN_230 | images\Image_DEN_230.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | val |
Image_DEN_231 | images\Image_DEN_231.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 0 | false | DEN | npy | detection | train |
Image_DEN_234 | images\Image_DEN_234.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | train |
Image_DEN_235 | images\Image_DEN_235.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 0 | false | DEN | npy | detection | train |
Image_DEN_238 | images\Image_DEN_238.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | train |
Image_DEN_24 | images\Image_DEN_24.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | train |
Image_DEN_240 | images\Image_DEN_240.npy | 128 | 128 | 5 | B04,B03,B02,B08,B11 | 1 | true | DEN | npy | detection | train |
This dataset contains 5-band Sentinel-2 patches exported from SEN2MS for vessel detection.
116115533008610images.parquet: image-level manifestobjects.parquet: object-level annotationsimages/: .npy tensors referenced by image_relpath128 x 1285B04,B03,B02,B08,B11.npyThree example rows are shown below: samples with ships, samples without ships, and ship samples with bounding-box overlays.
train: 929 imagesval: 232 imagesDEN: 464 imagesEXT: 100 imagesUSA: 597 imagesimage_idimage_relpathheightwidthchannelsband_ordernum_boxeshas_objectscountryformattasksplitimage_idbbox_idxclass_idclass_namex_centery_centerbbox_widthbbox_heightx_miny_minx_maxy_maximg_widthimg_heightThis dataset is intended for vessel detection experiments on optical remote sensing imagery.