pemujo/vit-base-patch16-224-in21k-gldv2-top-51
Image Classification
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Updated
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16
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1
Datasets:
id
stringlengths 16
16
| landmark_id
int64 27
195k
| category
stringclasses 51
values | image
imagewidth (px) 224
224
| label
int64 0
50
|
|---|---|---|---|---|
0ab2b1e169af3e22
| 10,419
|
Qutb_Minar_and_its_monuments,_Delhi
| 26
|
|
600ea5300283997a
| 138,982
|
Media_contributed_by_the_ETH-Bibliothek
| 42
|
|
cf07e0f9ca457a2e
| 113,209
|
Sal%C3%A8ve
| 28
|
|
e114465502bc7cef
| 126,637
|
Corktown,_Toronto
| 22
|
|
5ee241bae2d9b97f
| 168,098
|
Golden_Gate_Bridge
| 19
|
|
522db0f496115e39
| 194,914
|
Nieuwe_Waterweg
| 41
|
|
7ffaef783e4cdc26
| 1,924
|
Niagara_Falls
| 2
|
|
34df83850b4c2f2e
| 138,982
|
Media_contributed_by_the_ETH-Bibliothek
| 42
|
|
55a0b676aa2cd36d
| 138,982
|
Media_contributed_by_the_ETH-Bibliothek
| 42
|
|
b8f1f5d2d3dbb531
| 126,637
|
Corktown,_Toronto
| 22
|
|
4d60ba92870c72da
| 138,982
|
Media_contributed_by_the_ETH-Bibliothek
| 42
|
|
e54a1bdeb339fa62
| 14,915
|
St._Lawrence,_Toronto
| 31
|
|
afd2f1589f71ab35
| 138,982
|
Media_contributed_by_the_ETH-Bibliothek
| 42
|
|
f6e28a269417ec80
| 25,093
|
Matka_Canyon
| 3
|
|
5fb7400239bdd259
| 101,399
|
Ljubljana_Castle
| 12
|
|
5376b3c24ebb1cab
| 101,399
|
Ljubljana_Castle
| 12
|
|
a124634dac9ebafd
| 20,409
|
Noraduz_Cemetery
| 29
|
|
5403abe369834261
| 27,190
|
Perperikon
| 27
|
|
9b3cfc620dc6f015
| 138,982
|
Media_contributed_by_the_ETH-Bibliothek
| 42
|
|
7113d4fdc34549be
| 139,894
|
Pe%C5%A1ter
| 50
|
|
ab3b10db6632222b
| 165,596
|
Edinburgh_Castle
| 39
|
|
848fb01e42ae75ef
| 162,833
|
Pakistan_Monument_Islamabad
| 8
|
|
d2b8e80687a0c406
| 31,531
|
Jurassic_Coast
| 21
|
|
13aeddc0a281e947
| 51,856
|
Grote_of_Onze-Lieve-Vrouwekerk_(Breda)
| 7
|
|
c17ff202a0084b00
| 149,980
|
Khotyn_Fortress
| 38
|
|
0ddc8e3ac79be5a1
| 36,748
|
Kecharis
| 5
|
|
dd7c6a5786670aaf
| 143,710
|
Harichavank
| 40
|
|
f92ee03291354a95
| 165,596
|
Edinburgh_Castle
| 39
|
|
27ed04ab3e876343
| 138,982
|
Media_contributed_by_the_ETH-Bibliothek
| 42
|
|
2c2de0b7d28380d2
| 161,902
|
Madrid_R%C3%ADo
| 44
|
|
83bc72c6d9503b9d
| 1,924
|
Niagara_Falls
| 2
|
|
828aea3fe5604388
| 10,419
|
Qutb_Minar_and_its_monuments,_Delhi
| 26
|
|
2b9949b0d43345f9
| 1,924
|
Niagara_Falls
| 2
|
|
e490f556377e142b
| 10,419
|
Qutb_Minar_and_its_monuments,_Delhi
| 26
|
|
01cdc5be436368a7
| 41,808
|
Douthat_State_Park
| 35
|
|
29a7d7af75a1c3a4
| 168,098
|
Golden_Gate_Bridge
| 19
|
|
38644eb5b50bb27b
| 176,018
|
Hayravank_monastery
| 9
|
|
b882ecda4f6b3c89
| 138,982
|
Media_contributed_by_the_ETH-Bibliothek
| 42
|
|
ed060c5b1613a65a
| 194,914
|
Nieuwe_Waterweg
| 41
|
|
7bd3797a24cd877c
| 51,856
|
Grote_of_Onze-Lieve-Vrouwekerk_(Breda)
| 7
|
|
3b661832f57545b5
| 138,982
|
Media_contributed_by_the_ETH-Bibliothek
| 42
|
|
30009ae1c4c90b22
| 138,982
|
Media_contributed_by_the_ETH-Bibliothek
| 42
|
|
16dd9462bc46d70c
| 40,088
|
Masada
| 13
|
|
c38086925933c97c
| 138,982
|
Media_contributed_by_the_ETH-Bibliothek
| 42
|
|
3002665a49233868
| 177,870
|
Lviv
| 34
|
|
1328ec3fab69adda
| 76,303
|
Saint_Holy_Mother_church_of_Yeghvard
| 6
|
|
562b9cc2288bb1a4
| 46,705
|
Grand_Canyon
| 46
|
|
cba1d55e487db28b
| 27,190
|
Perperikon
| 27
|
|
5070713def9bd1e0
| 126,637
|
Corktown,_Toronto
| 22
|
|
8bfe01bb7e4c59c2
| 138,982
|
Media_contributed_by_the_ETH-Bibliothek
| 42
|
|
eb928833421a7381
| 20,409
|
Noraduz_Cemetery
| 29
|
|
0d8575089d5ac08e
| 25,093
|
Matka_Canyon
| 3
|
|
455723eee0942c95
| 162,833
|
Pakistan_Monument_Islamabad
| 8
|
|
f337270cddb4e3ae
| 25,093
|
Matka_Canyon
| 3
|
|
2fb5fb5665d8d070
| 80,177
|
Episcopal_Diocese_of_Southwest_Florida
| 25
|
|
186adc86b9370f9c
| 64,792
|
Victoria_Memorial,_Kolkata
| 14
|
|
407081c49cf95730
| 113,209
|
Sal%C3%A8ve
| 28
|
|
60feb5e688381236
| 138,982
|
Media_contributed_by_the_ETH-Bibliothek
| 42
|
|
2fb6ff1b112b6a04
| 194,914
|
Nieuwe_Waterweg
| 41
|
|
a1d5e890f4d0fc7a
| 168,098
|
Golden_Gate_Bridge
| 19
|
|
a497d235368e61a2
| 113,209
|
Sal%C3%A8ve
| 28
|
|
f0e76afe550af009
| 138,982
|
Media_contributed_by_the_ETH-Bibliothek
| 42
|
|
cfe5d8dd6b7b3bce
| 120,734
|
Mathura_Museum
| 18
|
|
bb7c8b29d6ab23a0
| 20,120
|
Catedral_San_Sebasti%C3%A1n,_Cochabamba
| 15
|
|
bd0d887eb84325ea
| 149,980
|
Khotyn_Fortress
| 38
|
|
93fcd24c731a30c5
| 83,144
|
Museum_of_Folk_Architecture_and_Ethnography_in_Pyrohiv
| 33
|
|
818efd0500f2bf85
| 176,018
|
Hayravank_monastery
| 9
|
|
0af04a7c11d593fc
| 38,482
|
Skopje_Fortress
| 36
|
|
affb765e15d50e39
| 190,822
|
Faisal_Mosque
| 43
|
|
0f954447da60a2b2
| 47,378
|
Eiffel_Tower
| 10
|
|
51cb598c8172dcb3
| 189,907
|
Itmad-Ud-Daulah's_Tomb
| 37
|
|
c74b9f340a51f24f
| 14,915
|
St._Lawrence,_Toronto
| 31
|
|
d2ed3a07593dc956
| 138,982
|
Media_contributed_by_the_ETH-Bibliothek
| 42
|
|
ec5b5eb29afd822a
| 9,070
|
Feroz_Shah_Kotla
| 45
|
|
0ba4ceff37de27a6
| 126,637
|
Corktown,_Toronto
| 22
|
|
473f3c000a316148
| 126,637
|
Corktown,_Toronto
| 22
|
|
588bdf3d8f849dee
| 161,902
|
Madrid_R%C3%ADo
| 44
|
|
d34bf390c5699b62
| 76,303
|
Saint_Holy_Mother_church_of_Yeghvard
| 6
|
|
e8a44c55450af61a
| 126,637
|
Corktown,_Toronto
| 22
|
|
b9828ebe319013de
| 40,088
|
Masada
| 13
|
|
edf058b0dae133b9
| 138,982
|
Media_contributed_by_the_ETH-Bibliothek
| 42
|
|
f9123bfef98e8d6b
| 173,511
|
Purana_Qila
| 32
|
|
48d500ae8be12881
| 138,982
|
Media_contributed_by_the_ETH-Bibliothek
| 42
|
|
c25fb4ab6341c22a
| 177,870
|
Lviv
| 34
|
|
f94a54264334ef0e
| 126,637
|
Corktown,_Toronto
| 22
|
|
dc25b6e1eb5698c9
| 126,637
|
Corktown,_Toronto
| 22
|
|
64135063cdde31af
| 138,982
|
Media_contributed_by_the_ETH-Bibliothek
| 42
|
|
149f2a2ea0c218eb
| 126,637
|
Corktown,_Toronto
| 22
|
|
a167c9262cae1abd
| 194,914
|
Nieuwe_Waterweg
| 41
|
|
71df08c18fe10dcf
| 161,902
|
Madrid_R%C3%ADo
| 44
|
|
4b7eef6d4056a5b3
| 27
|
Isa_Khan_Niyazi's_tomb
| 16
|
|
d928ddff4e95cbaf
| 176,528
|
Haleakal%C4%81_National_Park
| 11
|
|
c02e81a9631e354a
| 14,915
|
St._Lawrence,_Toronto
| 31
|
|
ac304b325c822430
| 14,915
|
St._Lawrence,_Toronto
| 31
|
|
02d9561d5358c860
| 1,924
|
Niagara_Falls
| 2
|
|
569c0ca3b1ca54dc
| 14,915
|
St._Lawrence,_Toronto
| 31
|
|
055cace7f1340d8e
| 138,982
|
Media_contributed_by_the_ETH-Bibliothek
| 42
|
|
4349f4fb6b48fa25
| 168,098
|
Golden_Gate_Bridge
| 19
|
|
c8436a38d6667b02
| 194,914
|
Nieuwe_Waterweg
| 41
|
|
19f55fd8c0f7e72f
| 138,982
|
Media_contributed_by_the_ETH-Bibliothek
| 42
|
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Dataset Card for Dataset Name
Dataset Summary
This dataset is a subset of Kaggle's Google Landmark Recognition 2021 competition with only the categories with more than 500 images. https://www.kaggle.com/competitions/landmark-recognition-2021/data
The dataset consists of a total of 45579 224x224 color images in 51 categories.
Languages
English
Dataset Structure
Data Fields
landmark_id: Int - Numeric identifier of the categorycategory: String - Name of the categoryid: String - Image identifierimage: Image - PIL image objectlabel: Int - Numeric label from 0 to 50
Data Splits
The dataset was randomly split with 80% of the images for the train set and 20% for the test set.
| train | test | |
|---|---|---|
| Dataset | 36463 | 9116 |
Source Data
The full dataset is from Kaggle Landmark Recognition 2021
"Towards A Fairer Landmark Recognition Dataset", Z. Kim, A. Araujo, B. Cao, C. Askew, J. Sim, M. Green, N. Yilla and T. Weyand, arxiv:2108.08874
https://www.kaggle.com/competitions/landmark-recognition-2021/data
Citation Information
"Google Landmarks Dataset v2 - A Large-Scale Benchmark for Instance-Level Recognition and Retrieval", T. Weyand, A. Araujo, B. Cao and J. Sim, Proc. CVPR'20
"Towards A Fairer Landmark Recognition Dataset", Z. Kim, A. Araujo, B. Cao, C. Askew, J. Sim, M. Green, N. Yilla and T. Weyand, arxiv:2108.08874
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Size of downloaded dataset files:
3.03 GB
Size of the auto-converted Parquet files:
3.03 GB
Number of rows:
45,579
Models trained or fine-tuned on pemujo/GLDv2_Top_51_Categories