yu4u/age-gender-estimation

Health v2 · maintenance only

Adoption not part of the score

1520 stars · 501 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A Keras/TensorFlow implementation of a convolutional neural network that estimates age and gender from face images, trained on the IMDB-WIKI dataset. It includes pretrained weights, a webcam demo script, and data preparation utilities for training.

Use cases

• estimate age from a face photo
• predict gender from webcam video
• train a CNN on the IMDB-WIKI dataset
• run age and gender estimation on a directory of images
• evaluate age estimation on the APPA-REAL dataset
• fine-tune a pretrained age-gender model on UTKFace

When to choose

• you need a ready-to-run Keras model for age and gender prediction from faces
• you want pretrained weights plus training scripts for IMDB-WIKI or UTKFace
• you want a quick webcam or image-folder demo of demographic estimation

When to avoid

• you need a maintained production system - the project has not been updated since 2021
• you prefer PyTorch - the author's separate age-estimation-pytorch project may fit better
• you need face detection or full demographic analytics rather than just age/gender from cropped faces

Facets

library · maturity maintenance

machine-learning deep-learning computer-vision image-processing computer-vision deep-learning machine-learning image-processing python keras tensorflow cnn age-estimation gender-estimation face-analysis imdb-wiki-dataset pretrained-models linux gpu

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For agents

markdown · JSON · MCP: product_card(name="yu4u/age-gender-estimation")