Datasets:

procedure2012
/

AnimalSnaps-Labeled

id string	url string	label string
img-00000	https://example.com/0.jpg	cat
img-00001	https://example.com/1.jpg	cat
img-00002	https://example.com/2.jpg	cat
img-00003	https://example.com/3.jpg	cat
img-00004	https://example.com/4.jpg	cat
img-00005	https://example.com/5.jpg	cat
img-00006	https://example.com/6.jpg	cat
img-00007	https://example.com/7.jpg	cat
img-00008	https://example.com/8.jpg	cat
img-00009	https://example.com/9.jpg	cat
img-00010	https://example.com/10.jpg	cat
img-00011	https://example.com/11.jpg	cat
img-00012	https://example.com/12.jpg	cat
img-00013	https://example.com/13.jpg	cat
img-00014	https://example.com/14.jpg	cat
img-00015	https://example.com/15.jpg	cat
img-00016	https://example.com/16.jpg	cat
img-00017	https://example.com/17.jpg	cat
img-00018	https://example.com/18.jpg	cat
img-00019	https://example.com/19.jpg	cat
img-00020	https://example.com/20.jpg	cat
img-00021	https://example.com/21.jpg	cat
img-00022	https://example.com/22.jpg	cat
img-00023	https://example.com/23.jpg	cat
img-00024	https://example.com/24.jpg	cat
img-00025	https://example.com/25.jpg	cat
img-00026	https://example.com/26.jpg	cat
img-00027	https://example.com/27.jpg	cat
img-00028	https://example.com/28.jpg	cat
img-00029	https://example.com/29.jpg	cat
img-00030	https://example.com/30.jpg	dog
img-00031	https://example.com/31.jpg	dog
img-00032	https://example.com/32.jpg	dog
img-00033	https://example.com/33.jpg	dog
img-00034	https://example.com/34.jpg	dog
img-00035	https://example.com/35.jpg	dog
img-00036	https://example.com/36.jpg	dog
img-00037	https://example.com/37.jpg	dog
img-00038	https://example.com/38.jpg	dog
img-00039	https://example.com/39.jpg	dog
img-00040	https://example.com/40.jpg	dog
img-00041	https://example.com/41.jpg	dog
img-00042	https://example.com/42.jpg	dog
img-00043	https://example.com/43.jpg	dog
img-00044	https://example.com/44.jpg	dog
img-00045	https://example.com/45.jpg	dog
img-00046	https://example.com/46.jpg	dog
img-00047	https://example.com/47.jpg	dog
img-00048	https://example.com/48.jpg	dog
img-00049	https://example.com/49.jpg	dog
img-00050	https://example.com/50.jpg	dog
img-00051	https://example.com/51.jpg	dog
img-00052	https://example.com/52.jpg	dog
img-00053	https://example.com/53.jpg	dog
img-00054	https://example.com/54.jpg	dog
img-00055	https://example.com/55.jpg	bird
img-00056	https://example.com/56.jpg	bird
img-00057	https://example.com/57.jpg	bird
img-00058	https://example.com/58.jpg	bird
img-00059	https://example.com/59.jpg	bird
img-00060	https://example.com/60.jpg	bird
img-00061	https://example.com/61.jpg	bird
img-00062	https://example.com/62.jpg	bird
img-00063	https://example.com/63.jpg	bird
img-00064	https://example.com/64.jpg	bird
img-00065	https://example.com/65.jpg	bird
img-00066	https://example.com/66.jpg	bird
img-00067	https://example.com/67.jpg	bird
img-00068	https://example.com/68.jpg	bird
img-00069	https://example.com/69.jpg	bird
img-00070	https://example.com/70.jpg	fox
img-00071	https://example.com/71.jpg	fox
img-00072	https://example.com/72.jpg	fox
img-00073	https://example.com/73.jpg	fox
img-00074	https://example.com/74.jpg	fox
img-00075	https://example.com/75.jpg	fox
img-00076	https://example.com/76.jpg	fox
img-00077	https://example.com/77.jpg	fox
img-00078	https://example.com/78.jpg	fox
img-00079	https://example.com/79.jpg	fox

AnimalSnaps-Labeled

Collection Protocol

Images were collected by volunteers using mobile phones in public parks between March and May 2025. Each image was independently labeled by two annotators; disagreements were resolved by a senior annotator. Blurry or duplicate images were discarded before labeling.

Label Distribution

Label	Count	Percentage
cat	30	37.5%
dog	25	31.2%
bird	15	18.8%
fox	10	12.5%

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