Video2BEV: Transforming Drone Videos to BEVs for Video-based Geo-localization
Paper
β’
2411.13610
β’
Published
id
int64 839
1.65k
| split
stringclasses 1
value | modality
stringclasses 4
values | path
stringlengths 23
212
| angle
int64 30
45
β |
|---|---|---|---|---|
839
|
train
|
satellite
|
train/0839/satellite/0839.jpg
| null |
839
|
train
|
drone
|
train/0839/drone/angle-30.mp4
| 30
|
839
|
train
|
drone
|
train/0839/drone/angle-45.mp4
| 45
|
839
|
train
|
street
|
train/0839/street/1.jpg
| null |
839
|
train
|
google
|
train/0839/google/1.barnes-wallis-building-as-part-of-university-of-manchester-uk-DD41EP.jpg
| null |
839
|
train
|
google
|
train/0839/google/10.fixedw_large_4x.jpg
| null |
839
|
train
|
google
|
train/0839/google/11.the-barnes-wallis-building-and-generation-of-possibilities-by-paul-C8R9K6.jpg
| null |
839
|
train
|
google
|
train/0839/google/13.540px-Manchester_Academy_1.jpg
| null |
839
|
train
|
google
|
train/0839/google/14.10794799954_938371a791_m.jpg
| null |
839
|
train
|
google
|
train/0839/google/15.5f7346f5835bc70d568c3a08d7dfea15.jpg
| null |
839
|
train
|
google
|
train/0839/google/19.the-barnes-wallis-building-architect-wagibbon-of-cruikshank-seward-C8R9KN.jpg
| null |
839
|
train
|
google
|
train/0839/google/2.barnswallis2.jpg
| null |
839
|
train
|
google
|
train/0839/google/22.416812_5SsVDKZeBl1Nm2xtBA4AerT0DfUO7bupkwRTO_MeiT8.jpg
| null |
839
|
train
|
google
|
train/0839/google/24.220px-Chemistry_Manchester_university_.jpg
| null |
839
|
train
|
google
|
train/0839/google/25.fixedw_large_4x.jpg
| null |
839
|
train
|
google
|
train/0839/google/3.Banner1400x400.jpg
| null |
839
|
train
|
google
|
train/0839/google/4.barneswallis1.jpg
| null |
839
|
train
|
google
|
train/0839/google/5.BWbuilding.jpg
| null |
839
|
train
|
google
|
train/0839/google/6.Barnes_Wallis_Building.jpg
| null |
839
|
train
|
google
|
train/0839/google/7.e72c679d7c7ae6f77b2dfaf804b77d8d.jpg
| null |
839
|
train
|
google
|
train/0839/google/8.7b60f5f33cfe5a6e5ec428da73574a20.jpg
| null |
839
|
train
|
google
|
train/0839/google/9.umist-campus-manchester-university-of-manchester-barnes-wallis-building-C3H5EE.jpg
| null |
842
|
train
|
satellite
|
train/0842/satellite/0842.jpg
| null |
842
|
train
|
drone
|
train/0842/drone/angle-30.mp4
| 30
|
842
|
train
|
drone
|
train/0842/drone/angle-45.mp4
| 45
|
842
|
train
|
street
|
train/0842/street/1.jpg
| null |
842
|
train
|
street
|
train/0842/street/2.jpg
| null |
842
|
train
|
google
|
train/0842/google/1.At_Manchester_2018_003.jpg
| null |
842
|
train
|
google
|
train/0842/google/15.847517648_8f58cd53d1_b.jpg
| null |
842
|
train
|
google
|
train/0842/google/17.godlee-observatory-darren-hayman.jpg
| null |
842
|
train
|
google
|
train/0842/google/19.DnhlNNqWsAASAuf.jpg
| null |
842
|
train
|
google
|
train/0842/google/2.godlee_large-1a.jpg
| null |
842
|
train
|
google
|
train/0842/google/24.original.jpg
| null |
842
|
train
|
google
|
train/0842/google/3.16409_large.jpg
| null |
842
|
train
|
google
|
train/0842/google/6.godlee_dome_airshot.jpg
| null |
842
|
train
|
google
|
train/0842/google/7.godlee-observatory-dome.jpg
| null |
842
|
train
|
google
|
train/0842/google/9.mc-5.jpg
| null |
843
|
train
|
satellite
|
train/0843/satellite/0843.jpg
| null |
843
|
train
|
drone
|
train/0843/drone/angle-30.mp4
| 30
|
843
|
train
|
drone
|
train/0843/drone/angle-45.mp4
| 45
|
843
|
train
|
street
|
train/0843/street/1.jpg
| null |
843
|
train
|
street
|
train/0843/street/2.jpg
| null |
843
|
train
|
street
|
train/0843/street/3.jpg
| null |
843
|
train
|
street
|
train/0843/street/4.jpg
| null |
843
|
train
|
google
|
train/0843/google/1.316-324_Oxford_Road_1.JPG
| null |
843
|
train
|
google
|
train/0843/google/10.achome_4.jpeg
| null |
843
|
train
|
google
|
train/0843/google/11.HALLZ.jpg
| null |
843
|
train
|
google
|
train/0843/google/14.ac-front-for-web.jpg
| null |
843
|
train
|
google
|
train/0843/google/15.3f1048764a16fcc0d0d7cbd790a8363a.jpg
| null |
843
|
train
|
google
|
train/0843/google/16.6af7cac4bb561aa024da4b54348fe961.jpg
| null |
843
|
train
|
google
|
train/0843/google/17.students-union-old.jpg
| null |
843
|
train
|
google
|
train/0843/google/18.1435227375_uploaded.jpg
| null |
843
|
train
|
google
|
train/0843/google/19.Standard---OAK.jpg
| null |
843
|
train
|
google
|
train/0843/google/2.grove-house-from-oxford-road-in-the-university-of-manchester-campus-BHX5KD.jpg
| null |
843
|
train
|
google
|
train/0843/google/20.our6.jpeg
| null |
843
|
train
|
google
|
train/0843/google/21.daLtvrUWjW_92653_1324028267.jpg
| null |
843
|
train
|
google
|
train/0843/google/22.manchester_lpark.jpg
| null |
843
|
train
|
google
|
train/0843/google/23.310e70e6a9d9cf31ed9dd4696512dc5b99f602f0.jpg
| null |
843
|
train
|
google
|
train/0843/google/25.1200px-Gaskell_House_Plymouth_Grove_front.JPG
| null |
843
|
train
|
google
|
train/0843/google/3.grovehouse.jpg
| null |
843
|
train
|
google
|
train/0843/google/5.20845222308_965dc599d2_b.jpg
| null |
843
|
train
|
google
|
train/0843/google/6.achome_2.jpeg
| null |
843
|
train
|
google
|
train/0843/google/7.Grove-House.jpg
| null |
843
|
train
|
google
|
train/0843/google/8.GUAR.jpg
| null |
843
|
train
|
google
|
train/0843/google/9.CIATY.jpg
| null |
844
|
train
|
satellite
|
train/0844/satellite/0844.jpg
| null |
844
|
train
|
drone
|
train/0844/drone/angle-30.mp4
| 30
|
844
|
train
|
drone
|
train/0844/drone/angle-45.mp4
| 45
|
844
|
train
|
street
|
train/0844/street/1.jpg
| null |
844
|
train
|
street
|
train/0844/street/2.jpg
| null |
844
|
train
|
street
|
train/0844/street/3.jpg
| null |
844
|
train
|
google
|
train/0844/google/1.%7BFB34D87C-2494-4656-9811-610E5FF99AE2%7Dhenryroyce-2000x995.jpg
| null |
844
|
train
|
google
|
train/0844/google/10.At_Manchester_2019_017.jpg
| null |
844
|
train
|
google
|
train/0844/google/12.DSC05026.jpg
| null |
844
|
train
|
google
|
train/0844/google/15.pnw__1367487968_royalliverpoolhospital.jpg
| null |
844
|
train
|
google
|
train/0844/google/16.the-henry-royce-institute-building-under-construction-university-of-manchester-manchester-england-uk-P9AE9D.jpg
| null |
844
|
train
|
google
|
train/0844/google/17.maxresdefault.jpg
| null |
844
|
train
|
google
|
train/0844/google/18.university-of-manchester.jpg
| null |
844
|
train
|
google
|
train/0844/google/19.NGI.jpg
| null |
844
|
train
|
google
|
train/0844/google/2.henry-royce-institute-university-of-manchester-i191217-1.jpg
| null |
844
|
train
|
google
|
train/0844/google/20.1920_6241_rva_view2_sackvillestreet.jpg
| null |
844
|
train
|
google
|
train/0844/google/22.the-henry-royce-institute-building-nearing-completion-june-2019-university-of-manchester-england-uk-W4FHXR.jpg
| null |
844
|
train
|
google
|
train/0844/google/24.DSC04130.jpg
| null |
844
|
train
|
google
|
train/0844/google/25.15414113456.jpg
| null |
844
|
train
|
google
|
train/0844/google/3.Royce_View-02-lighter2_966x668.jpg
| null |
844
|
train
|
google
|
train/0844/google/4.1920_royceview1-imagebynbbjampvyonyx.jpg
| null |
844
|
train
|
google
|
train/0844/google/5.Royce_promo_500x298.jpg
| null |
844
|
train
|
google
|
train/0844/google/6.royce-manchester-mecd.jpg
| null |
844
|
train
|
google
|
train/0844/google/7.University.jpg
| null |
844
|
train
|
google
|
train/0844/google/8.Sir-Henry-Royce-first-pic-2.jpg
| null |
845
|
train
|
satellite
|
train/0845/satellite/0845.jpg
| null |
845
|
train
|
drone
|
train/0845/drone/angle-30.mp4
| 30
|
845
|
train
|
drone
|
train/0845/drone/angle-45.mp4
| 45
|
845
|
train
|
street
|
train/0845/street/1.jpg
| null |
845
|
train
|
street
|
train/0845/street/2.jpg
| null |
845
|
train
|
google
|
train/0845/google/20.Rylands_Library_Deansgate.jpg
| null |
845
|
train
|
google
|
train/0845/google/24.rylands-library-manchester-18a-lrg.jpg
| null |
846
|
train
|
satellite
|
train/0846/satellite/0846.jpg
| null |
846
|
train
|
drone
|
train/0846/drone/angle-30.mp4
| 30
|
846
|
train
|
drone
|
train/0846/drone/angle-45.mp4
| 45
|
Yet another distribution of the dataset from the paper: π Video2BEV
The dataset is archived using Zstandard compression, e.g., train-shard00.tar.zst or test-shard01.tar.zst.
tar xaf train-shard00.tar.zst
for file in {train,test}-shard*.tar.zst; do
tar xaf "$file"
done
A dataset entry looks like:
# /train
0000
βββ drone
β βββ angle-30.mp4
β βββ angle-45.mp4
βββ google
β βββ 1.Studio_Art%2C_Reed_College.jpg
β βββ 12.740x600_Reed_02.jpg
β βββ 17.ReedCollegePAB1.jpg
β βββ 2.art-buidling.jpg
β βββ 21.etcse3s6r1sk5skh.jpg
β βββ 4.Studio_Art_Building%2C_Reed_College%2C_September_2013.jpg
βββ satellite
β βββ 1235.jpg
βββ street
βββ 1.jpg
βββ 2.jpg
βββ 3.jpg
# /test
0000
βββ drone
β βββ angle-30.mp4
β βββ angle-45.mp4
βββ satellite
β βββ 0010.jpg
βββ street
βββ 1.jpg
βββ 2.jpg
βββ 3.jpg
βββ 4.jpg
βββ 5.jpg
%04d) and fall in the range 0000-1651.angle-30.mp4 and angle-45.mp4, under ${split}/${id}/drone/. (H.264, 10 FPS, 512Γ512)${split}/${id}/satellite/${id}.jpg.google/ folders, and not every ID has one.test/0274/street/ contains some images that appear to belong in a google/ folder and do not follow the usual naming convention.
This may be due to an issue in the original packaging. Since this repository is a reorganization and redistribution (not the original release), the files are provided as-is.street/ folder.