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pemujo
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GLDv2_Top_51_Categories

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train · 36.5k rows

id stringlengths 16 16	landmark_id int64 27 195k	category stringclasses 51 values	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 category
category : String - Name of the category
id : String - Image identifier
image : Image - PIL image object
label : 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

Downloads last month: 93

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

pemujo/vit-base-patch16-224-in21k-gldv2-top-51

Image Classification • Updated May 21, 2023 • 31 • 1