Real-Time Gender Recognition for Juvenile and Adult Faces

Table 1

Publicly available dataset for gender recognition.

Dataset	Images,	Age range	Environment
	Subjects	(Years)	Challenges
UTK Face [8]	20 000	0 to 116	C, I, E, L, O, F, s
MORPH-II [9]	55 134	16 to 77	C, L, R, H
	13 618
LFW [10]	13 233	—	U
	5749
FG-NET [11]	1002,	0 to 69	R, I, E, O, S, s
	82
FERET [12]	14 051	10 to 70	C, P
	1199
IMDB-WIKI [13]	523,051	0 to 100	U
	20 284
Adience [14]	26 580	0 to 100	U
	2284
CelebA [15]	202 599	2 to 18	C, I, E, L, O, F, s
	10,177

The above table describes different datasets with a size of dataset including the number of faces, subjects, age range (in years), and controlled variations such as Resolution(R), Illumination/Lighting (I) Sharpness (S), Expression (E), Race (R), Occlusion (O), Hair (H), Frontal View (F), Scale (s), Profile (P), Longitudinal (L), Controlled environment (C), and Uncontrolled environment (U).