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IceVisionSet annotation files

This repository contains manual annotations of traffic signs. Images can be downloaded from http://oscar.skoltech.ru/data/.

Annotations format

Annotations for each sequence are stored inside folders in the form of TSV files. Each TSV file has the following fields:

  • class: traffic sign code according to Russian traffic code. See wiki for full list of signs.
  • xtl, ytl, xbr, ybr: bounding box coordinates. xbr is always bigger than xtl and ybr is always bigger than ytl.
  • temporary: is sign for "temporary" (i.e. has yellow background)?
  • occluded: is sign occluded?
  • data: associated data, e.g. speed limit, distance, names, etc.

Some files also contain manual field, used to denote if bounding box was annotated manually (true) or was linearly interpolated (false).

class has two additional special values:

  • 8: used for additional information signs for which exact code can not be determined
  • NA: used for unofficial or unrecognizable signs.

Training sequences

Seq. name FLIF JPEG WebM Annotations Frames Annotated Boxes
2018-02-13_1418_left link link link link 23652 788 4737
2018-02-13_1523_left link link link Not ready 0-5000 - -
2018-03-02_1239_right link link link link 9688 323 2726
2018-03-07_1322_right link link link link 4312 145 247
2018-03-07_1325_left link link link link 6318 208 362
2018-03-07_1336_right link link link link 29374 975 3604
2018-03-07_1354_right link link link link 3032 102 143
2018-03-07_1357_right link link link link 16742 557 2536
2018-03-16_1316_left link link link link 14208 474 2550
2018-03-16_1347_left link link link link 14185 332 507
2018-03-16_1418_left link link link link 659 21 36

Test sequences

Seq. name FLIF JPEG WebM Annotations Frames Annotated Boxes
2018-02-13_1523_left link link link link 5001-36365 1048 4829
2018-03-16_1324_left link link link link 39431 1310 6479

Final sequences

Encrypted archives can be downloaded from http://oscar.skoltech.ru/data/online_final/. Password for test_archive.zip is "password". Password for other archives is "15498_15532_e8".

SHA-256 hash sums:

f7c7edd5379a27b334542b7219276d79ae7670098327a3017c92d142cb386cdd  flifs.zip
5250a0c7b72ed3e61cee22318f69812cdfd260d1fd227a6e0035bb6c4852746e  jpgs.zip
86729a19867147709fbc0c21486f0d9d33ddecb72e351368810b9ff0f3f8eea8  webms.zip
6730558c937ed100b8411dc7c126e3c9d992c68ffa8a7856650e224f6f8098ff  test_archive.zip

Sequences table:

Seq. name Frames Annotated Boxes
2018-02-16_1515_left 3676 123 553
2018-03-16_1424_left 2785 94 402
2018-03-23_1352_right 8539 287 1856

Annotation errors

If you'll encounter any annotation errors, feel free to open an issue describing them, but please be specific and do not forget to list frames in question.

License

Creative Commons License
IceVisionSet by ISR Lab, Skoltech & RVC is licensed under a Creative Commons Attribution 4.0 International License.
Based on a work at http://oscar.skoltech.ru/.

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Traffic sign annotations for OS:Car dataset

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