Datasetpublic

YoussefAboelwafa/Face-Age_UTKFACE_FGNET

Face-Age_UTKFACE_FGNET Dataset Overview Property Value Total Images 32,173 Age Range 0 - 90 years Age Classes 91 (folders 0-90) Mean Image Dimensions 269 x 271 px Sources UTKFace dataset, FGNET dataset HuggingFace Repo YoussefAboelwafa/Face-Age_UTKFACE_FGNET Structure dataset/ ├── train/ │ ├── 0/ # Age 0 (34 images) │ ├── 1/ # Age 1 (1,039 images) │ │ ... │ └── 90/ # Age 90 (82 images)… See the full description on the dataset page: https://huggingface.co/datasets/YoussefAboelwafa/Face-Age_UTKFACE_FGNET.

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Dataset Card

Face-AgeUTKFACEFGNET Dataset

Overview

Property	Value
Total Images	32,173
Age Range	0 - 90 years
Age Classes	91 (folders 0-90)
Mean Image Dimensions	269 x 271 px
Sources	UTKFace dataset, FGNET dataset
HuggingFace Repo	`YoussefAboelwafa/Face-Age_UTKFACE_FGNET`

Structure

dataset/
├── train/
│   ├── 0/          # Age 0 (34 images)
│   ├── 1/          # Age 1 (1,039 images)
│   │   ...
│   └── 90/         # Age 90 (82 images)
└── val/
    ├── 0/          # Age 0 (9 images)
    ├── 1/          # Age 1 (260 images)
    │   ...
    └── 90/         # Age 90 (21 images)

Each folder contains face images labeled by age (integer 0-90).

Train/Val Split

Split	Images	Percentage
Train	25,738	80%
Val	6,435	20%

—Split ratio: 80:20 (train:val)
—Random seed: 42 (reproducible)
—Method: Stratified per age class — each age folder split 80/20 independently

Age Distribution

Age  Count
  0     43 █
  1  1,299 ████████████████████████████████
  2    603 ██████████████
  3    352 ████████
  4    416 ██████████
  5    323 ███████
  6    236 █████
  7    243 █████
  8    338 ████████
  9    225 █████
 10    239 █████
 11    149 ███
 12    223 █████
 13    192 ████
 14    314 ███████
 15    335 ████████
 16    475 ███████████
 17    349 ████████
 18    502 ████████████
 19    301 ███████
 20    482 ███████████
 21    505 ████████████
 22    589 ██████████████
 23    659 ████████████████
 24  1,079 ██████████████████████████
 25  1,066 ██████████████████████████
 26  2,434 ████████████████████████████████████████████████████████████
 27    855 █████████████████████
 28  1,147 ████████████████████████████
 29    743 ██████████████████
 30  1,060 ██████████████████████████
 31    485 ███████████
 32    842 ████████████████████
 33    296 ███████
 34    573 ██████████████
 35  1,038 █████████████████████████
 36    613 ███████████████
 37    440 ██████████
 38    454 ███████████
 39    379 █████████
 40    702 █████████████████
 41    236 █████
 42    370 █████████
 43    244 ██████
 44    200 ████
 45    535 █████████████
 46    230 █████
 47    265 ██████
 48    222 █████
 49    225 █████
 50    539 █████████████
 51    211 █████
 52    311 ███████
 53    288 ███████
 54    399 █████████
 55    321 ███████
 56    277 ██████
 57    134 ███
 58    326 ████████
 59    123 ███
 60    369 █████████
 61    192 ████
 62    154 ███
 63    124 ███
 64     73 █
 65    295 ███████
 66     95 ██
 67    113 ██
 68    115 ██
 69     75 █
 70    197 ████
 71     43 █
 72    111 ██
 73     73 █
 74     38 █
 75    165 ████
 76     65 █
 77     36 █
 78     72 █
 79     29 █
 80    164 ████
 81     25 █
 82     45 █
 83     21 █
 84     32 █
 85    167 ████
 86     38 █
 87     16 █
 88     37 █
 89     37 █
 90    103 ██

Age Group Breakdown

Age Group	Range	Count	Percentage
Infant	0-2	1,945	6.0%
Child	3-12	2,744	8.5%
Teenager	13-19	2,468	7.7%
Young Adult	20-29	9,559	29.7%
Adult	30-49	9,409	29.2%
Middle-aged	50-64	3,841	11.9%
Senior	65-79	1,522	4.7%
Elderly	80-90	685	2.1%

Distribution Statistics

Statistic	Value
Max	Age 26 (2,434 images)
Min	Age 87 (16 images)

Analysis

Class Imbalance

The dataset exhibits significant class imbalance:

—Overrepresented: Ages 20-49 (young adults and adults) contain 58.9% of all images
—Peak concentration: Age 26 alone has 2,434 images (7.6% of dataset)
—Underrepresented: Ages 80-90 have only 685 images total (2.1%)
—Extreme scarcity: Age 87 has only 16 images

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