Datasets:

Shinzmann
/

kamari-safe-open-v0

image_id stringlengths 12 118	path stringlengths 41 147	dataset stringclasses 12 values	split stringclasses 2 values	subject_id stringlengths 1 5 ⌀	age float64 1 100 ⌀	age_exact bool 2 classes	age_band stringclasses 19 values	is_minor bool 2 classes	gender stringclasses 3 values	race_hint stringclasses 8 values	country null	skin_ita float64 -156.12 146 ⌀	skin_band stringclasses 7 values	face_quality float64 0.3 1	bbox stringlengths 9 19	license stringclasses 3 values	consent_basis stringclasses 6 values	source_url stringclasses 8 values	source_hash stringlengths 64 64	usable_for_age bool 2 classes	usable_for_verification bool 2 classes	usable_for_liveness bool 1 class	train_ok bool 2 classes	eval_ok bool 2 classes	synthetic bool 1 class	created_at stringlengths 25 32
utkface/39_1_1_20170116224149881.jpg.chip	data/processed/crops_224/utkface_39_1_1_20170116224149881.jpg.chip.jpg	UTKFace	train	null	39	true	36-50	false	f	black	null	9.149731	brown	0.301	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	45b2c18ce3bd1f7710d455f002f225ac23ae2957d3376cf9399742507bf3c08d	true	false	false	true	false	false	2026-06-28T15:22:54.870320+00:00
utkface/16_0_0_20170110231918993.jpg.chip	data/processed/crops_224/utkface_16_0_0_20170110231918993.jpg.chip.jpg	UTKFace	train	null	16	true	16-17	true	m	white	null	37.816605	intermediate	0.3079	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	894390af59136a049270046edf9a5a806682ef297960a39db934907b796625a7	true	false	false	true	false	false	2026-06-28T15:22:54.871005+00:00
utkface/24_1_2_20170116192946857.jpg.chip	data/processed/crops_224/utkface_24_1_2_20170116192946857.jpg.chip.jpg	UTKFace	train	null	24	true	21-25	false	f	asian	null	25.354223	tan	0.3009	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	b9516ed950a14d7d6b02b8f4e783826b43e386701d04ed4c67a2f4e3f1715249	true	false	false	true	false	false	2026-06-28T15:22:54.871546+00:00
utkface/30_1_3_20170104232927250.jpg.chip	data/processed/crops_224/utkface_30_1_3_20170104232927250.jpg.chip.jpg	UTKFace	train	null	30	true	26-35	false	f	indian	null	39.2486	intermediate	0.3059	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	80c7a8c9cc86f214cce16092b3c810c404182ec06373233309b28a0aa2a20eb0	true	false	false	true	false	false	2026-06-28T15:22:54.876821+00:00
utkface/67_0_0_20170111193821219.jpg.chip	data/processed/crops_224/utkface_67_0_0_20170111193821219.jpg.chip.jpg	UTKFace	train	null	67	true	51-70	false	m	white	null	57.75103	very_light	0.3164	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	e3ed792150b3c67cd8989cf970798e933a5688821fc027d8f23107b135baec40	true	false	false	true	false	false	2026-06-28T15:22:54.876944+00:00
utkface/55_0_0_20170120221851229.jpg.chip	data/processed/crops_224/utkface_55_0_0_20170120221851229.jpg.chip.jpg	UTKFace	train	null	55	true	51-70	false	m	white	null	31.419081	intermediate	0.3347	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	fc21c80c216188eff04e045f98849dd836196f7a987bf7106b3465c1c5d19b7d	true	false	false	true	false	false	2026-06-28T15:22:54.877731+00:00
utkface/32_0_1_20170113152007679.jpg.chip	data/processed/crops_224/utkface_32_0_1_20170113152007679.jpg.chip.jpg	UTKFace	train	null	32	true	26-35	false	m	black	null	19.167128	tan	0.336	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	5b262c8688436657f576f0eda3d5c01a6a546b351f552dfb37d20275b0315326	true	false	false	true	false	false	2026-06-28T15:22:54.884226+00:00
utkface/31_0_0_20170117181923333.jpg.chip	data/processed/crops_224/utkface_31_0_0_20170117181923333.jpg.chip.jpg	UTKFace	train	null	31	true	26-35	false	m	white	null	null	unknown	0.3967	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	8e735d9558d86faee1ba3bc97c923e9d9c0243c2ac6a36caf7de6803965fed61	true	false	false	true	false	false	2026-06-28T15:22:54.885228+00:00
utkface/59_0_0_20170120223101163.jpg.chip	data/processed/crops_224/utkface_59_0_0_20170120223101163.jpg.chip.jpg	UTKFace	train	null	59	true	51-70	false	m	white	null	30.881083	intermediate	0.303	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	9a8c83b6c9d6bba685b622c6fda4248495a7447e109d48fc8c1dcc1df3407219	true	false	false	true	false	false	2026-06-28T15:22:54.886237+00:00
utkface/26_1_1_20170116021324542.jpg.chip	data/processed/crops_224/utkface_26_1_1_20170116021324542.jpg.chip.jpg	UTKFace	train	null	26	true	26-35	false	f	black	null	-1.93624	brown	0.319	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	477d1b4f5c011024a18c98a89baaed751a7e3ca0136089432937881eebef64e0	true	false	false	true	false	false	2026-06-28T15:22:54.891374+00:00
utkface/26_1_0_20170116220842573.jpg.chip	data/processed/crops_224/utkface_26_1_0_20170116220842573.jpg.chip.jpg	UTKFace	train	null	26	true	26-35	false	f	white	null	35.300819	intermediate	0.3077	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	858c57f852cc0425cff5e35e37130b726a4e20ef7614fcabbb649983c86b4709	true	false	false	true	false	false	2026-06-28T15:22:54.894382+00:00
utkface/30_0_1_20170113133914136.jpg.chip	data/processed/crops_224/utkface_30_0_1_20170113133914136.jpg.chip.jpg	UTKFace	train	null	30	true	26-35	false	m	black	null	4.742188	brown	0.3628	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	c5c79ef9d5d42572289f0477bb6136ede865154bad147181d370b972e942ba67	true	false	false	true	false	false	2026-06-28T15:22:54.895170+00:00
utkface/32_1_0_20170112224814924.jpg.chip	data/processed/crops_224/utkface_32_1_0_20170112224814924.jpg.chip.jpg	UTKFace	train	null	32	true	26-35	false	f	white	null	14.261197	tan	0.3125	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	477c16dca0f8ace43e75ccacdc32834b4ef8798c64ffae92c4aa974dad9f6bdc	true	false	false	true	false	false	2026-06-28T15:22:54.895592+00:00
utkface/24_0_2_20170104021847349.jpg.chip	data/processed/crops_224/utkface_24_0_2_20170104021847349.jpg.chip.jpg	UTKFace	train	null	24	true	21-25	false	m	asian	null	12.885165	tan	0.3004	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	a414600af9eb0affea772899722c8e56fd502e8fc011d7678b6509ae9f70b019	true	false	false	true	false	false	2026-06-28T15:22:54.895719+00:00
utkface/26_1_0_20170116184024662.jpg.chip	data/processed/crops_224/utkface_26_1_0_20170116184024662.jpg.chip.jpg	UTKFace	train	null	26	true	26-35	false	f	white	null	108.77803	very_light	0.3083	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	f8071463beb1b14897e543cb9bff4d7e7ba3404b306863fd63b1c6c0818867c4	true	false	false	true	false	false	2026-06-28T15:22:54.895850+00:00
utkface/2_1_3_20161219224442584.jpg.chip	data/processed/crops_224/utkface_2_1_3_20161219224442584.jpg.chip.jpg	UTKFace	train	null	2	true	0-12	true	f	indian	null	23.805944	tan	0.3068	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	4994caa8f04342bc32ecbe78451aa07afad5e1568cf283ef7f19d29ee0c369a7	true	false	false	true	false	false	2026-06-28T15:22:54.896792+00:00
utkface/31_1_0_20170112233727598.jpg.chip	data/processed/crops_224/utkface_31_1_0_20170112233727598.jpg.chip.jpg	UTKFace	train	null	31	true	26-35	false	f	white	null	-14.491916	brown	0.3803	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	afd6f437358996fab39b2ead3209ef845a0d3478bc1579584083ae087ecd0f7c	true	false	false	true	false	false	2026-06-28T15:22:54.899241+00:00
utkface/45_0_3_20170119162821908.jpg.chip	data/processed/crops_224/utkface_45_0_3_20170119162821908.jpg.chip.jpg	UTKFace	train	null	45	true	36-50	false	m	indian	null	29.054596	intermediate	0.3025	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	53a215e4ba98b3f24164f84e07d02ac599d29258c48e47b607f25e38340c904c	true	false	false	true	false	false	2026-06-28T15:22:54.903736+00:00
utkface/8_1_0_20170109203437340.jpg.chip	data/processed/crops_224/utkface_8_1_0_20170109203437340.jpg.chip.jpg	UTKFace	train	null	8	true	0-12	true	f	white	null	45.186626	light	0.32	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	07eba0701bea0def9d74999ff3cfd865a34afcac2a0d93f6bd1d01705f4524cd	true	false	false	true	false	false	2026-06-28T15:22:54.905032+00:00
utkface/83_0_0_20170111223725228.jpg.chip	data/processed/crops_224/utkface_83_0_0_20170111223725228.jpg.chip.jpg	UTKFace	train	null	83	true	71-120	false	m	white	null	7.287279	brown	0.3913	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	e9729821a147aca7e1d45cbf03cb9ed4cbacd36a61692b7a02c7bfb1e9af248b	true	false	false	true	false	false	2026-06-28T15:22:54.905165+00:00
utkface/20_1_4_20161223230115267.jpg.chip	data/processed/crops_224/utkface_20_1_4_20161223230115267.jpg.chip.jpg	UTKFace	train	null	20	true	18-20	false	f	other	null	47.419514	light	0.6419	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	05e78c95bdc28fdbd80d3b1bed54cfe9cd588d0b095e3b4b570c5d49adc24871	true	false	false	true	false	false	2026-06-28T15:22:54.907514+00:00
utkface/4_1_1_20170109194638149.jpg.chip	data/processed/crops_224/utkface_4_1_1_20170109194638149.jpg.chip.jpg	UTKFace	train	null	4	true	0-12	true	f	black	null	-6.657066	brown	0.3933	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	eda7d52a623037a0cf299044d31a00cba940e990133580c85a97fcfd1443fb7a	true	false	false	true	false	false	2026-06-28T15:22:54.908151+00:00
utkface/26_1_3_20170116233617579.jpg.chip	data/processed/crops_224/utkface_26_1_3_20170116233617579.jpg.chip.jpg	UTKFace	train	null	26	true	26-35	false	f	indian	null	-1.754837	brown	0.3237	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	c98867f02935d07741b9020ccc820978d9a0aba822d5e5034c0cb3c02e1145ad	true	false	false	true	false	false	2026-06-28T15:22:54.909303+00:00
utkface/53_1_0_20170110160643266.jpg.chip	data/processed/crops_224/utkface_53_1_0_20170110160643266.jpg.chip.jpg	UTKFace	train	null	53	true	51-70	false	f	white	null	26.824621	tan	0.363	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	03fcf48e4c967ead2a20b278ec698ebc35a814fb62f0027fe83293c1fd379669	true	false	false	true	false	false	2026-06-28T15:22:54.911351+00:00
utkface/12_1_0_20170109203338340.jpg.chip	data/processed/crops_224/utkface_12_1_0_20170109203338340.jpg.chip.jpg	UTKFace	train	null	12	true	0-12	true	f	white	null	63.46701	very_light	0.4814	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	954f8ee86d5486b88d6c299c9160a9b5d7ffc820376406525084451403fcb9ae	true	false	false	true	false	false	2026-06-28T15:22:54.914644+00:00
utkface/44_0_3_20170119171751384.jpg.chip	data/processed/crops_224/utkface_44_0_3_20170119171751384.jpg.chip.jpg	UTKFace	train	null	44	true	36-50	false	m	indian	null	17.03363	tan	0.3098	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	993d047b39fcba990793444f99971dbc054ec9435e703ffddb29dabaab073428	true	false	false	true	false	false	2026-06-28T15:22:54.915275+00:00
utkface/17_0_0_20170114025941650.jpg.chip	data/processed/crops_224/utkface_17_0_0_20170114025941650.jpg.chip.jpg	UTKFace	train	null	17	true	16-17	true	m	white	null	30.881083	intermediate	0.3008	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	3bf82399aee87f1967b53ed8727fb3cb276129654b23efee006cbb9b0969a307	true	false	false	true	false	false	2026-06-28T15:22:54.915787+00:00
utkface/31_0_0_20170117120944631.jpg.chip	data/processed/crops_224/utkface_31_0_0_20170117120944631.jpg.chip.jpg	UTKFace	train	null	31	true	26-35	false	m	white	null	39.528206	intermediate	0.3291	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	834103fe208ab6682cf6148a5538414e7904923c5e35ada1cb10fead797b5ad1	true	false	false	true	false	false	2026-06-28T15:22:54.916415+00:00
utkface/26_0_1_20170116024232879.jpg.chip	data/processed/crops_224/utkface_26_0_1_20170116024232879.jpg.chip.jpg	UTKFace	train	null	26	true	26-35	false	m	black	null	null	unknown	0.3452	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	8216cb04b8390ed43a4f441608fbea0dfbf32ec896f680076c88973e48ca3b80	true	false	false	true	false	false	2026-06-28T15:22:54.917693+00:00
utkface/22_1_2_20170116162023656.jpg.chip	data/processed/crops_224/utkface_22_1_2_20170116162023656.jpg.chip.jpg	UTKFace	train	null	22	true	21-25	false	f	asian	null	null	unknown	0.3102	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	b09ce65d920f10c6459867116b79ccc1e91637fbf6ed7c2b9d7831041785488a	true	false	false	true	false	false	2026-06-28T15:22:54.919352+00:00
utkface/49_0_3_20170104212655423.jpg.chip	data/processed/crops_224/utkface_49_0_3_20170104212655423.jpg.chip.jpg	UTKFace	train	null	49	true	36-50	false	m	indian	null	12.48275	tan	0.322	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	4a41406fd692bf8a5ec32e18f7b3810cb4bad206eb8b4c2628310b4dc6aff973	true	false	false	true	false	false	2026-06-28T15:22:54.920271+00:00
utkface/50_0_0_20170120222751913.jpg.chip	data/processed/crops_224/utkface_50_0_0_20170120222751913.jpg.chip.jpg	UTKFace	train	null	50	true	36-50	false	m	white	null	19.025606	tan	0.3502	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	6e108931e08a76eca9f261e2fb9e56eead2c321cc34919d8daf2c56477d33150	true	false	false	true	false	false	2026-06-28T15:22:54.923496+00:00
utkface/56_0_0_20170111200430322.jpg.chip	data/processed/crops_224/utkface_56_0_0_20170111200430322.jpg.chip.jpg	UTKFace	train	null	56	true	51-70	false	m	white	null	44.112747	light	0.3453	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	ba7fbf855fd200bd795e024a14703782a5fe39aba7a928fcf0ac6fe9e8468b8e	true	false	false	true	false	false	2026-06-28T15:22:54.924869+00:00
utkface/36_0_3_20170119183738087.jpg.chip	data/processed/crops_224/utkface_36_0_3_20170119183738087.jpg.chip.jpg	UTKFace	train	null	36	true	36-50	false	m	indian	null	35.129284	intermediate	0.3017	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	2a5bd8c1218aee8bb0f75f61b28d1fbf18f9f96a927d2b40b6e0e3637a68e817	true	false	false	true	false	false	2026-06-28T15:22:54.930347+00:00
utkface/21_1_4_20170103180619480.jpg.chip	data/processed/crops_224/utkface_21_1_4_20170103180619480.jpg.chip.jpg	UTKFace	train	null	21	true	21-25	false	f	other	null	41.620461	light	0.3068	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	32316b17ac1ec8241fb4a09ef3e160385676a39196f452646feef9b8e9220c9a	true	false	false	true	false	false	2026-06-28T15:22:54.930487+00:00
utkface/23_0_4_20170103234919628.jpg.chip	data/processed/crops_224/utkface_23_0_4_20170103234919628.jpg.chip.jpg	UTKFace	train	null	23	true	21-25	false	m	other	null	64.858147	very_light	0.3088	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	5d963232b6e23764abf9943759e21ea656cb48c49441f5d3cc7758c81797b36a	true	false	false	true	false	false	2026-06-28T15:22:54.935615+00:00
utkface/25_1_2_20170116174831551.jpg.chip	data/processed/crops_224/utkface_25_1_2_20170116174831551.jpg.chip.jpg	UTKFace	train	null	25	true	21-25	false	f	asian	null	56.900486	very_light	0.3012	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	78967e9b8f91da903ace766c05598bcd1213495d3fa5b8dd6b5eeddcbdd6852d	true	false	false	true	false	false	2026-06-28T15:22:54.939063+00:00
utkface/5_1_2_20161219194248395.jpg.chip	data/processed/crops_224/utkface_5_1_2_20161219194248395.jpg.chip.jpg	UTKFace	train	null	5	true	0-12	true	f	asian	null	57.29052	very_light	0.5152	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	2093556863adbe3a4bda02d2602c2bc9d57c8ad9584372e92073749da8e7340b	true	false	false	true	false	false	2026-06-28T15:22:54.940200+00:00
utkface/19_1_4_20170103224609304.jpg.chip	data/processed/crops_224/utkface_19_1_4_20170103224609304.jpg.chip.jpg	UTKFace	train	null	19	true	18-20	false	f	other	null	37.790039	intermediate	0.3247	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	af1fd6f202c3bddf33ce3796bbeb188957115382b6a60d6651469c7ba19d5cde	true	false	false	true	false	false	2026-06-28T15:22:54.941401+00:00
utkface/65_1_4_20170117203945447.jpg.chip	data/processed/crops_224/utkface_65_1_4_20170117203945447.jpg.chip.jpg	UTKFace	train	null	65	true	51-70	false	f	other	null	35.580738	intermediate	0.3203	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	80b0dc37b96463cd27e7372958e3cb083281b1bfefc74fab0cf1ff35e7aee91b	true	false	false	true	false	false	2026-06-28T15:22:54.944495+00:00
utkface/26_1_3_20170117174443279.jpg.chip	data/processed/crops_224/utkface_26_1_3_20170117174443279.jpg.chip.jpg	UTKFace	train	null	26	true	26-35	false	f	indian	null	35.271122	intermediate	0.3197	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	863c5fa80a5edbbe68ed3858061d188e045106f1fce83a36d92f6acc055d6150	true	false	false	true	false	false	2026-06-28T15:22:54.945928+00:00
utkface/13_1_0_20170109203635557.jpg.chip	data/processed/crops_224/utkface_13_1_0_20170109203635557.jpg.chip.jpg	UTKFace	train	null	13	true	13-15	true	f	white	null	48.012783	light	0.3404	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	7096f798b06df67d99cd621a6393f34e5bbb6ea8a5caff4de156505313108eff	true	false	false	true	false	false	2026-06-28T15:22:54.950152+00:00
utkface/3_0_0_20170110213243664.jpg.chip	data/processed/crops_224/utkface_3_0_0_20170110213243664.jpg.chip.jpg	UTKFace	train	null	3	true	0-12	true	m	white	null	31.185919	intermediate	0.4239	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	2bd6dd037ecff9ed637717a86596e58110e7da7c94c516a0c175ba14fd270c61	true	false	false	true	false	false	2026-06-28T15:22:54.950557+00:00
utkface/26_1_0_20170117200248981.jpg.chip	data/processed/crops_224/utkface_26_1_0_20170117200248981.jpg.chip.jpg	UTKFace	train	null	26	true	26-35	false	f	white	null	40.289642	intermediate	0.3121	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	018e392e79ff616e00ec82765f83baeec8d1d46c5f1250494d1473e41b20803b	true	false	false	true	false	false	2026-06-28T15:22:54.951197+00:00
utkface/35_0_0_20170117134947221.jpg.chip	data/processed/crops_224/utkface_35_0_0_20170117134947221.jpg.chip.jpg	UTKFace	train	null	35	true	26-35	false	m	white	null	-9.815601	brown	0.3325	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	086148ad9d74f6f64dfc9d1880e46ed78a6d71fc445d52a1f4104cc3d53334ad	true	false	false	true	false	false	2026-06-28T15:22:54.952213+00:00
utkface/28_0_2_20170116191850216.jpg.chip	data/processed/crops_224/utkface_28_0_2_20170116191850216.jpg.chip.jpg	UTKFace	train	null	28	true	26-35	false	m	asian	null	43.707836	light	0.3093	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	af5ea1785fe6e01427aa12a84bafe0179c999b5c7bd21be85e34896f05e4b21e	true	false	false	true	false	false	2026-06-28T15:22:54.955496+00:00
utkface/38_0_0_20170117120714034.jpg.chip	data/processed/crops_224/utkface_38_0_0_20170117120714034.jpg.chip.jpg	UTKFace	train	null	38	true	36-50	false	m	white	null	41.833015	light	0.3234	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	597c57cdb3294e2eb7cb4c3b29032d487a7a5a5f7503e7b38951fc9ccbfcc1c2	true	false	false	true	false	false	2026-06-28T15:22:54.955757+00:00
utkface/28_0_1_20170113134755546.jpg.chip	data/processed/crops_224/utkface_28_0_1_20170113134755546.jpg.chip.jpg	UTKFace	train	null	28	true	26-35	false	m	black	null	7.81529	brown	0.3063	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	3c8cc6454b4321872d5503c951bffbd6488a3f118666495e90d6699e6903f8f2	true	false	false	true	false	false	2026-06-28T15:22:54.960513+00:00
utkface/30_1_3_20170117145238579.jpg.chip	data/processed/crops_224/utkface_30_1_3_20170117145238579.jpg.chip.jpg	UTKFace	train	null	30	true	26-35	false	f	indian	null	66.625832	very_light	0.3057	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	01438d99b3067e161f5eb33d3472510b37e9312383abefc206b5108762e72cbd	true	false	false	true	false	false	2026-06-28T15:22:54.961151+00:00
utkface/28_1_1_20170113012030016.jpg.chip	data/processed/crops_224/utkface_28_1_1_20170113012030016.jpg.chip.jpg	UTKFace	train	null	28	true	26-35	false	f	black	null	26.236185	tan	0.3206	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	a592970c2fed673fd292e43698bd34bc0d88529d63cbe4f410424579709d47a2	true	false	false	true	false	false	2026-06-28T15:22:54.962322+00:00
utkface/1_1_0_20170109193017247.jpg.chip	data/processed/crops_224/utkface_1_1_0_20170109193017247.jpg.chip.jpg	UTKFace	train	null	1	true	0-12	true	f	white	null	40.135487	intermediate	0.322	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	2691d97d2128abf013d3a919a41cef9d44c92328e6f37f32a1a4bdbfe038c59f	true	false	false	true	false	false	2026-06-28T15:22:54.963349+00:00
utkface/79_0_0_20170111222200062.jpg.chip	data/processed/crops_224/utkface_79_0_0_20170111222200062.jpg.chip.jpg	UTKFace	train	null	79	true	71-120	false	m	white	null	15.233995	tan	0.3877	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	5c8af431494a24eebc1457b8900ae936015c7d2d1cbab7b4294dc805afd88f2e	true	false	false	true	false	false	2026-06-28T15:22:54.963987+00:00
utkface/38_0_3_20170119202726182.jpg.chip	data/processed/crops_224/utkface_38_0_3_20170119202726182.jpg.chip.jpg	UTKFace	train	null	38	true	36-50	false	m	indian	null	7.263243	brown	0.3057	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	f02269d3821ac2a63d1c565b22d662a72e5f9ebc8b421b4b389468ab6162853a	true	false	false	true	false	false	2026-06-28T15:22:54.968138+00:00
utkface/24_1_3_20170119171035080.jpg.chip	data/processed/crops_224/utkface_24_1_3_20170119171035080.jpg.chip.jpg	UTKFace	train	null	24	true	21-25	false	f	indian	null	57.327236	very_light	0.3211	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	00254119f72519fe75d78182a73f4c2f126f01ed460fdec92294f78c0c26a5f6	true	false	false	true	false	false	2026-06-28T15:22:54.970185+00:00
utkface/7_1_4_20170103201832231.jpg.chip	data/processed/crops_224/utkface_7_1_4_20170103201832231.jpg.chip.jpg	UTKFace	train	null	7	true	0-12	true	f	other	null	45.706074	light	0.4665	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	ff6083b8ff85957dcea4289cec4f72e31283c64b5e3324572818214d0aaa53aa	true	false	false	true	false	false	2026-06-28T15:22:54.974794+00:00
utkface/48_0_0_20170105172432012.jpg.chip	data/processed/crops_224/utkface_48_0_0_20170105172432012.jpg.chip.jpg	UTKFace	train	null	48	true	36-50	false	m	white	null	28.108667	intermediate	0.3803	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	3052f1eae4a0d535ec9b38943e5733e9a00ea671ea80f9e01aeeed783f7842e2	true	false	false	true	false	false	2026-06-28T15:22:54.975062+00:00
utkface/40_0_0_20170117154520771.jpg.chip	data/processed/crops_224/utkface_40_0_0_20170117154520771.jpg.chip.jpg	UTKFace	train	null	40	true	36-50	false	m	white	null	22.571987	tan	0.3786	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	d8317d66b4d966fabee49ab96b19dc307851c0a536379e159df481a8e87e612c	true	false	false	true	false	false	2026-06-28T15:22:54.975954+00:00
utkface/65_1_0_20170110131714147.jpg.chip	data/processed/crops_224/utkface_65_1_0_20170110131714147.jpg.chip.jpg	UTKFace	train	null	65	true	51-70	false	f	white	null	-6.949308	brown	0.3376	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	17c5373db524d0eb71291cff0b2e86c770ff1cacfd7dd7933d8d22e9d7aa7e83	true	false	false	true	false	false	2026-06-28T15:22:54.981295+00:00
utkface/10_1_0_20170109204435809.jpg.chip	data/processed/crops_224/utkface_10_1_0_20170109204435809.jpg.chip.jpg	UTKFace	train	null	10	true	0-12	true	f	white	null	60.630993	very_light	0.3876	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	49f6f0247d6d4f871e21614facd31b4d76c9316c0b005a3d653a25dd5bdf9914	true	false	false	true	false	false	2026-06-28T15:22:54.984865+00:00
utkface/11_0_0_20170110220710576.jpg.chip	data/processed/crops_224/utkface_11_0_0_20170110220710576.jpg.chip.jpg	UTKFace	train	null	11	true	0-12	true	m	white	null	73.031578	very_light	0.3561	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	078aacf239e76a78231c68d83b57acab19def8b33f86bfcf97875e01f4867c0e	true	false	false	true	false	false	2026-06-28T15:22:54.988094+00:00
utkface/16_1_0_20170109213443708.jpg.chip	data/processed/crops_224/utkface_16_1_0_20170109213443708.jpg.chip.jpg	UTKFace	train	null	16	true	16-17	true	f	white	null	38.38475	intermediate	0.3751	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	c9b49f8b3a4b7f70bcfb0bd203e1d9058c22a626a0640f320d8895a7c2aa3d45	true	false	false	true	false	false	2026-06-28T15:22:54.988729+00:00
utkface/39_0_0_20170104204642477.jpg.chip	data/processed/crops_224/utkface_39_0_0_20170104204642477.jpg.chip.jpg	UTKFace	train	null	39	true	36-50	false	m	white	null	12.336511	tan	0.3182	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	bd1b5fe48c047dadb3b31444bb11552eaa217e8b9fd5b0382e4e9e74a266e8c8	true	false	false	true	false	false	2026-06-28T15:22:54.990770+00:00
utkface/31_1_2_20170116191359803.jpg.chip	data/processed/crops_224/utkface_31_1_2_20170116191359803.jpg.chip.jpg	UTKFace	train	null	31	true	26-35	false	f	asian	null	56.166618	very_light	0.3452	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	5ea92b2fa1fdbc642c429ed0232f110fb36f47fdec49df5ce08311312d10c9e3	true	false	false	true	false	false	2026-06-28T15:22:54.993416+00:00
utkface/29_0_3_20170119195158259.jpg.chip	data/processed/crops_224/utkface_29_0_3_20170119195158259.jpg.chip.jpg	UTKFace	train	null	29	true	26-35	false	m	indian	null	15.569842	tan	0.3772	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	c89f48de98b6768e45b3ee41a0fb8e19d8f5cbff890bb97576c571c81de03857	true	false	false	true	false	false	2026-06-28T15:22:54.995919+00:00
utkface/23_0_0_20170116221006990.jpg.chip	data/processed/crops_224/utkface_23_0_0_20170116221006990.jpg.chip.jpg	UTKFace	train	null	23	true	21-25	false	m	white	null	25.875061	tan	0.3207	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	ef713b1ff29505de266638a372ba6550ac4d90bce7737118335800eff53d4842	true	false	false	true	false	false	2026-06-28T15:22:54.998387+00:00
utkface/5_0_3_20161220220203409.jpg.chip	data/processed/crops_224/utkface_5_0_3_20161220220203409.jpg.chip.jpg	UTKFace	train	null	5	true	0-12	true	m	indian	null	65.357643	very_light	0.5009	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	97f0cb05f47b2b6215ce53823940b6174f226bb38e18b3a892a125b72a81b1fd	true	false	false	true	false	false	2026-06-28T15:22:55.005198+00:00
utkface/62_0_3_20170111204125673.jpg.chip	data/processed/crops_224/utkface_62_0_3_20170111204125673.jpg.chip.jpg	UTKFace	train	null	62	true	51-70	false	m	indian	null	63.995667	very_light	0.3536	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	f8a39a075025fa25e081a69928311147fd8a67f1b646c3dc4a4f9f8707c77db3	true	false	false	true	false	false	2026-06-28T15:22:55.005586+00:00
utkface/19_1_0_20170116163837603.jpg.chip	data/processed/crops_224/utkface_19_1_0_20170116163837603.jpg.chip.jpg	UTKFace	train	null	19	true	18-20	false	f	white	null	71.968269	very_light	0.5916	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	903b34114269414a21627c7d07224eeb3bd1c4b85f21171b60076b6ca30da60a	true	false	false	true	false	false	2026-06-28T15:22:55.006741+00:00
utkface/3_1_0_20170110213238474.jpg.chip	data/processed/crops_224/utkface_3_1_0_20170110213238474.jpg.chip.jpg	UTKFace	train	null	3	true	0-12	true	f	white	null	58.165108	very_light	0.4789	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	93eba01d5b66aa719d56b67cd1d9dd1823f917fd2dd7d2ddf83721fd59e8f6f7	true	false	false	true	false	false	2026-06-28T15:22:55.006996+00:00
utkface/26_1_2_20170113000516258.jpg.chip	data/processed/crops_224/utkface_26_1_2_20170113000516258.jpg.chip.jpg	UTKFace	train	null	26	true	26-35	false	f	asian	null	63.546852	very_light	0.306	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	13a6bae3ce171b993801b610e3e5b9fa6ab0926566272908f3959d6496f1afcf	true	false	false	true	false	false	2026-06-28T15:22:55.008421+00:00
utkface/16_1_0_20170109214415828.jpg.chip	data/processed/crops_224/utkface_16_1_0_20170109214415828.jpg.chip.jpg	UTKFace	train	null	16	true	16-17	true	f	white	null	52.986885	light	0.3842	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	1729271e8e8e61d29c1ad668e12619e3168c614fa0c7dc9471ae4fd4911371dd	true	false	false	true	false	false	2026-06-28T15:22:55.009592+00:00
utkface/28_0_2_20170116164225550.jpg.chip	data/processed/crops_224/utkface_28_0_2_20170116164225550.jpg.chip.jpg	UTKFace	train	null	28	true	26-35	false	m	asian	null	57.644089	very_light	0.9475	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	fac8a0c3e693710d0ba3762908849d582ae9c29a6f5601fe11dd79d7785b9b1c	true	false	false	true	false	false	2026-06-28T15:22:55.012205+00:00
utkface/18_0_1_20170109214734802.jpg.chip	data/processed/crops_224/utkface_18_0_1_20170109214734802.jpg.chip.jpg	UTKFace	train	null	18	true	18-20	false	m	black	null	-29.300703	brown	0.3596	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	648a96b88de9cf4da4a4504e1da18905c326eae5fd07d3378c332e6989395401	true	false	false	true	false	false	2026-06-28T15:22:55.012469+00:00
utkface/75_1_2_20170112224034603.jpg.chip	data/processed/crops_224/utkface_75_1_2_20170112224034603.jpg.chip.jpg	UTKFace	train	null	75	true	71-120	false	f	asian	null	22.158106	tan	0.3205	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	4cbd61ae0c6851041cb62dfda51065d88a5388158d9aef83f130f2b3be45e479	true	false	false	true	false	false	2026-06-28T15:22:55.013362+00:00
utkface/79_1_0_20170110131753196.jpg.chip	data/processed/crops_224/utkface_79_1_0_20170110131753196.jpg.chip.jpg	UTKFace	train	null	79	true	71-120	false	f	white	null	41.135262	light	0.3556	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	7326e8ba74ac142f6b2edbacbed4fb0aaef0780477455e28b2c302a0e922f4b3	true	false	false	true	false	false	2026-06-28T15:22:55.016712+00:00
utkface/26_1_4_20170117201509118.jpg.chip	data/processed/crops_224/utkface_26_1_4_20170117201509118.jpg.chip.jpg	UTKFace	train	null	26	true	26-35	false	f	other	null	40.080711	intermediate	0.3158	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	d9689315e9b9f1ff5b0bd7977a1e1de35569dcdbc8aaaa406a9424a39319bab5	true	false	false	true	false	false	2026-06-28T15:22:55.020063+00:00
utkface/5_1_1_20170104010044345.jpg.chip	data/processed/crops_224/utkface_5_1_1_20170104010044345.jpg.chip.jpg	UTKFace	train	null	5	true	0-12	true	f	black	null	60.630993	very_light	0.3178	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	1e4a063314c9d5a49cc128f7b4e613d5e2afb22944990d949476863617ae4977	true	false	false	true	false	false	2026-06-28T15:22:55.020423+00:00
utkface/25_0_0_20170117192955499.jpg.chip	data/processed/crops_224/utkface_25_0_0_20170117192955499.jpg.chip.jpg	UTKFace	train	null	25	true	21-25	false	m	white	null	27.012669	tan	0.3145	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	9179b9d6f2f2ee3026ae8b763889e20044994d78f1084491dd65d0a16a9f78f0	true	false	false	true	false	false	2026-06-28T15:22:55.020698+00:00
utkface/23_0_0_20170104004012222.jpg.chip	data/processed/crops_224/utkface_23_0_0_20170104004012222.jpg.chip.jpg	UTKFace	train	null	23	true	21-25	false	m	white	null	26.931543	tan	0.315	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	0466dfb46b92f79da8f3a13520575fb24167a475150f5f1ca53630b31bc05fc5	true	false	false	true	false	false	2026-06-28T15:22:55.022347+00:00
utkface/29_0_3_20170119195310340.jpg.chip	data/processed/crops_224/utkface_29_0_3_20170119195310340.jpg.chip.jpg	UTKFace	train	null	29	true	26-35	false	m	indian	null	41.106289	light	0.3139	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	7fb1b12db02edf75812cbc0821ce4cdd48303a662792895051849774d6501c66	true	false	false	true	false	false	2026-06-28T15:22:55.024391+00:00
utkface/2_1_0_20170109191715669.jpg.chip	data/processed/crops_224/utkface_2_1_0_20170109191715669.jpg.chip.jpg	UTKFace	train	null	2	true	0-12	true	f	white	null	44.144901	light	0.4771	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	abca97b8799528d3d42f98ea05452ce516d62b7b3534c303817145831c97a7b4	true	false	false	true	false	false	2026-06-28T15:22:55.026308+00:00
utkface/60_0_0_20170103182716210.jpg.chip	data/processed/crops_224/utkface_60_0_0_20170103182716210.jpg.chip.jpg	UTKFace	train	null	60	true	51-70	false	m	white	null	-9.815601	brown	0.3195	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	5eaf619b5e945c40140da1f8a39969f2b0f64c1b5d8c862b1ae8dfcff6a350f5	true	false	false	true	false	false	2026-06-28T15:22:55.027729+00:00
utkface/14_0_0_20170102234854353.jpg.chip	data/processed/crops_224/utkface_14_0_0_20170102234854353.jpg.chip.jpg	UTKFace	train	null	14	true	13-15	true	m	white	null	58.081188	very_light	0.3039	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	ee135dc67df190df08bf97f8277099852aaa02b815af21b41391a0e73f10c155	true	false	false	true	false	false	2026-06-28T15:22:55.028653+00:00
utkface/14_1_0_20170109204358190.jpg.chip	data/processed/crops_224/utkface_14_1_0_20170109204358190.jpg.chip.jpg	UTKFace	train	null	14	true	13-15	true	f	white	null	47.73196	light	0.3428	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	3e8dfe0514a35501efaa6dfb7b952e380a3d84bbed8c0de656496a410ef23971	true	false	false	true	false	false	2026-06-28T15:22:55.029410+00:00
utkface/53_0_0_20170117163654249.jpg.chip	data/processed/crops_224/utkface_53_0_0_20170117163654249.jpg.chip.jpg	UTKFace	train	null	53	true	51-70	false	m	white	null	50.299442	light	0.3503	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	a62b3feabc57e6882ece889a500263b30853fcffbcb8dc92fe97fccdadb5446e	true	false	false	true	false	false	2026-06-28T15:22:55.033305+00:00
utkface/80_0_2_20170111205702505.jpg.chip	data/processed/crops_224/utkface_80_0_2_20170111205702505.jpg.chip.jpg	UTKFace	train	null	80	true	71-120	false	m	asian	null	17.629335	tan	0.7669	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	4b5a9047a371a330494f9b35c94b6b632b11133c7f6e8d2ef841c3898c2ab633	true	false	false	true	false	false	2026-06-28T15:22:55.033586+00:00
utkface/25_1_0_20170117142901203.jpg.chip	data/processed/crops_224/utkface_25_1_0_20170117142901203.jpg.chip.jpg	UTKFace	train	null	25	true	21-25	false	f	white	null	64.562012	very_light	0.3772	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	c239b8c860155da8a9dee5484fed8ab9ccf15a7ed66c4dc0d90cd0b0dc585193	true	false	false	true	false	false	2026-06-28T15:22:55.034224+00:00
utkface/50_0_3_20170117154534254.jpg.chip	data/processed/crops_224/utkface_50_0_3_20170117154534254.jpg.chip.jpg	UTKFace	train	null	50	true	36-50	false	m	indian	null	20.073257	tan	0.3097	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	ea326b7148665d8df9102bbceae08082e775f30e7f6c3b7036ce1fc77a994b7c	true	false	false	true	false	false	2026-06-28T15:22:55.034985+00:00
utkface/47_0_0_20170105173114291.jpg.chip	data/processed/crops_224/utkface_47_0_0_20170105173114291.jpg.chip.jpg	UTKFace	train	null	47	true	36-50	false	m	white	null	15.150955	tan	0.3058	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	be6b73192bb0a621791528a826d5d02d089f3cccd539761451737bcc54389f41	true	false	false	true	false	false	2026-06-28T15:22:55.035251+00:00
utkface/34_1_0_20170105164157515.jpg.chip	data/processed/crops_224/utkface_34_1_0_20170105164157515.jpg.chip.jpg	UTKFace	train	null	34	true	26-35	false	f	white	null	49.339157	light	0.3196	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	b29a32a4a99162203f0f36981808f2741666fb6be70b3eb38e71c123c67fa4cc	true	false	false	true	false	false	2026-06-28T15:22:55.036129+00:00
utkface/62_0_3_20170109015431667.jpg.chip	data/processed/crops_224/utkface_62_0_3_20170109015431667.jpg.chip.jpg	UTKFace	train	null	62	true	51-70	false	m	indian	null	21.06439	tan	0.3492	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	3ea78740cb82c0fec5c9ec7996e78d5a0660311ad6ec56e2e7487f9b30c460d6	true	false	false	true	false	false	2026-06-28T15:22:55.037166+00:00
utkface/23_1_2_20170116173240500.jpg.chip	data/processed/crops_224/utkface_23_1_2_20170116173240500.jpg.chip.jpg	UTKFace	train	null	23	true	21-25	false	f	asian	null	36.859322	intermediate	0.32	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	df9e1a7f627580e6d231999fd6bbc2553b86d0992cb95110d70c092986918e3d	true	false	false	true	false	false	2026-06-28T15:22:55.037845+00:00
utkface/18_0_0_20170110232121048.jpg.chip	data/processed/crops_224/utkface_18_0_0_20170110232121048.jpg.chip.jpg	UTKFace	train	null	18	true	18-20	false	m	white	null	36.003788	intermediate	0.3982	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	3befcdf553c88b56a0366cef0172ba1c8b00115053c62862dceb8792b3309aab	true	false	false	true	false	false	2026-06-28T15:22:55.038498+00:00
utkface/32_0_1_20170117020356727.jpg.chip	data/processed/crops_224/utkface_32_0_1_20170117020356727.jpg.chip.jpg	UTKFace	train	null	32	true	26-35	false	m	black	null	21.707434	tan	0.3146	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	a840ade7c3da849b46e29145ef51d822d413f943e99d8fcfcc7c589b244482c5	true	false	false	true	false	false	2026-06-28T15:22:55.039130+00:00
utkface/22_0_0_20170103234830581.jpg.chip	data/processed/crops_224/utkface_22_0_0_20170103234830581.jpg.chip.jpg	UTKFace	train	null	22	true	21-25	false	m	white	null	47.396114	light	0.3084	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	91a5fcfc25281093a23197e9884179d2ca25e5594c06c1c52cebb78e5fe9f852	true	false	false	true	false	false	2026-06-28T15:22:55.045322+00:00
utkface/68_0_0_20170111200803612.jpg.chip	data/processed/crops_224/utkface_68_0_0_20170111200803612.jpg.chip.jpg	UTKFace	train	null	68	true	51-70	false	m	white	null	36.563877	intermediate	0.3341	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	3a1dad7abe395f07e279a55cfeb7044370f8e283764ace09e64cff9077018a29	true	false	false	true	false	false	2026-06-28T15:22:55.047537+00:00
utkface/1_0_3_20161220220910514.jpg.chip	data/processed/crops_224/utkface_1_0_3_20161220220910514.jpg.chip.jpg	UTKFace	train	null	1	true	0-12	true	m	indian	null	42.864536	light	0.391	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	69f6ff193a30e9a31332bae72c9d1cb217e260d4af1908c73fd2bb657f5f69e3	true	false	false	true	false	false	2026-06-28T15:22:55.047912+00:00
utkface/35_0_0_20170117134937660.jpg.chip	data/processed/crops_224/utkface_35_0_0_20170117134937660.jpg.chip.jpg	UTKFace	train	null	35	true	26-35	false	m	white	null	49.41003	light	0.3164	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	43dfb647b6c2a9baa49e99fe3e5cc43ea2fe716cdacafd64decf40d9884fe7b2	true	false	false	true	false	false	2026-06-28T15:22:55.049478+00:00
utkface/18_1_0_20170117140331327.jpg.chip	data/processed/crops_224/utkface_18_1_0_20170117140331327.jpg.chip.jpg	UTKFace	train	null	18	true	18-20	false	f	white	null	null	unknown	0.3659	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	77c0880184e4b4ebf5d748b0eeedf70b2419a7c8fa3a4cb3063958cf9bebe961	true	false	false	true	false	false	2026-06-28T15:22:55.050248+00:00
utkface/15_1_0_20170109213421667.jpg.chip	data/processed/crops_224/utkface_15_1_0_20170109213421667.jpg.chip.jpg	UTKFace	train	null	15	true	13-15	true	f	white	null	57.209934	very_light	0.4153	0,0,200,200	non-commercial-research	public web faces, research use	https://susanqq.github.io/UTKFace/	23e228e8040aa3b4acfa1ea2225f5e1d2a626963549e53e797126f6554edc257	true	false	false	true	false	false	2026-06-28T15:22:55.050541+00:00

End of preview. Expand in Data Studio

Kámárí-Safe Open v0 (benchmark)

A frozen, leakage-free benchmark for African-tailored age verification. It holds manifests and split tables, not raw images (paths, hashes, labels, skin band, quality). Use it to measure age accuracy and, more importantly, child-safety.

Headline metric

Minor-Pass-Through Rate (MPTR) is the headline: the fraction of true minors a model passes as adults, reported overall, at 21, and for dark + brown skin. Report MPTR alongside MAE; a low MAE with a high MPTR is not safe.

Splits

general, african_signal, black_subset, dark_skin, boundary_13_21, low_quality_camera. These let you read fairness and the critical 13 to 21 boundary directly.

Build

Open, license-checked sources, auto label-quality gate, MTCNN crops, ITA skin banding, and a holdout keyed by subject id so train and benchmark are disjoint by both image and subject. Full method: https://github.com/Mystique1337/kamari/blob/main/docs/methodology.md

Reference result (Kámárí CNN v0, n=8,322)

MAE 6.03; MPTR@18 0.317 (dark + brown 0.383); MPTR@21 0.27; adult-block 0.01.

License and ethics

Per-source licenses apply (see registry/licenses.md); this repo redistributes manifests, not pixels. Minor faces are never published. For research and safety evaluation. Not for 1:N face search or legal age determination.