gmberton / CosPlace

Official code for CVPR 2022 paper "Rethinking Visual Geo-localization for Large-Scale Applications"
MIT License
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Can you tell me what the name of the image file from the 【raw/train/panoramas】 data means? #27

Closed wpumain closed 1 year ago

wpumain commented 1 year ago

For example, the file name of one of the image from the 【raw/train/panoramas】 data is: @0545981.19@4184971.70@10@S@037.81098@-122.47762@rtCs5-P_9NGDzUbKyzStWA@@174@@@@201409@@.jpg Are the numbers after the first @ symbol and the second @ symbol UTM coordinates? That is, are 0545981.19 and 4184971.70 UTM coordinates? Can you tell me what the numbers after the other @ symbols mean?

wpumain commented 1 year ago

Is the number 174 behind the 9th @ the azimuth of the panoramic photo? Since this photo is a 360 panoramic photo, how to understand the azimuth of this photo?

gmberton commented 1 year ago

Your assumptions are correct. Each image is defined by its path, which contains all its metadata. The filename contains the metadata following the common format that we used in our CVPR 2022 benchmark (which is a separate paper than CosPlace) for multiple datasets:

@ UTM_easting @ UTM_northing @ UTM_zone_number @ UTM_zone_letter @ latitude @ longitude @ pano_id @ tile_num @ heading @ pitch @ roll @ height @ timestamp @ note @ extension

We used the @ as a separator because other characters might be contained in other fields (e.g. the "_" and "-" are contained in the pano_id. Note that for many images some of these values are empty.

wpumain commented 1 year ago

      Thank you for your help. I have a question about the format of longitude and latitude. May I ask you?       For latitude 037.81100, does it mean 37.81 1°?       For longitude - 122.47763, it means - 122.47763 °?       


发件人: Gabriele Berton @.> 发送时间: 2023年2月27日 5:07 收件人: gmberton/CosPlace @.> 抄送: wpumain @.>; Author @.> 主题: Re: [gmberton/CosPlace] Can you tell me what the name of the image file from the 【raw/train/panoramas】 data means? (Issue #27)

Your assumptions are correct. Each image is defined by its path, which contains all its metadata. The filename contains the metadata following the common format that we used in our CVPR 2022 benchmarkhttps://github.com/gmberton/deep-visual-geo-localization-benchmark (which is a separate paper than CosPlace) for multiple datasets:

@ UTM_easting @ UTM_northing @ UTM_zone_number @ UTM_zone_letter @ latitude @ longitude @ pano_id @ tile_num @ heading @ pitch @ roll @ height @ timestamp @ note @ extension

We used the @ as a separator because other characters might be contained in other fields (e.g. the "_" and "-" are contained in the pano_id. Note that for many images some of these values are empty.

— Reply to this email directly, view it on GitHubhttps://github.com/gmberton/CosPlace/issues/27#issuecomment-1445467776, or unsubscribehttps://github.com/notifications/unsubscribe-auth/A5FNGT373WK6YHQEVVKP3QLWZPAZDANCNFSM6AAAAAAVFJEXJU. You are receiving this because you authored the thread.Message ID: @.***>

gmberton commented 1 year ago

The location of 37.811000, -122.477639 is equivalent to 37°48'39.6"N 122°28'39.5"W. We use the same format as in google maps, so if you paste on the google maps search bar 37.811000, -122.477639 it will point to the location of the image.

wpumain commented 1 year ago

Think you for your help. Best wishes for you.


发件人: Gabriele Berton @.> 发送时间: 2023年2月27日 16:50 收件人: gmberton/CosPlace @.> 抄送: wpumain @.>; Author @.> 主题: Re: [gmberton/CosPlace] Can you tell me what the name of the image file from the 【raw/train/panoramas】 data means? (Issue #27)

The location of 37.811000, -122.477639 is equivalent to 37°48'39.6"N 122°28'39.5"W. We use the same format as in google maps, so if you paste on the google maps search bar 37.811000, -122.477639 it will point to the location of the image.

― Reply to this email directly, view it on GitHubhttps://github.com/gmberton/CosPlace/issues/27#issuecomment-1445928620, or unsubscribehttps://github.com/notifications/unsubscribe-auth/A5FNGT63GX6IYY74OUSJSSLWZRTEPANCNFSM6AAAAAAVFJEXJU. You are receiving this because you authored the thread.Message ID: @.***>