Facial Attribute Classification ML Frameworks

Tools and models for detecting and classifying demographic attributes (gender, age, race, emotion) from facial images using deep learning. Does NOT include general face detection, facial recognition/identification, or non-facial biometric analysis.

There are 65 facial attribute classification frameworks tracked. 3 score above 50 (established tier). The highest-rated is appeler/ethnicolr2 at 56/100 with 16 stars.

Get all 65 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	appeler/ethnicolr2 Ethnicolr implementation with new models in pytorch	56	Established	16	Python
2	appeler/ethnicolr Predict Race and Ethnicity Based on the Sequence of Characters in a Name	55	Established	249	Jupyter Notebook
3	yu4u/age-gender-estimation Keras implementation of a CNN network for age and gender estimation	51	Established	1,519	Jupyter Notebook
4	truongnmt/multi-task-learning Multi-task learning smile detection, age and gender classification on...	48	Emerging	180	Jupyter Notebook
5	weblineindia/AIML-Human-Attributes-Detection-with-Facial-Feature-Extraction This is a Human Attributes Detection program with facial features...	46	Emerging	131	Python
6	Furkan-Gulsen/face-classification Computer Vision project that detects emotion, age and gender after detecting faces.	45	Emerging	81	Python
7	tae898/age-gender Age and gender recognition using arcface and MLP.	45	Emerging	81	Jupyter Notebook
8	hechmik/voxceleb_enrichment_age_gender Code and data repository for paper "VoxCeleb enrichment for Age and Gender...	44	Emerging	71	Jupyter Notebook
9	emirhanai/Age-and-Sex-Prediction-from-Image---Convolutional-Neural-Network-with-Artificial-Intelligence Age and Sex Prediction from Image - Convolutional Neural Network with...	42	Emerging	72	Jupyter Notebook
10	name-ethnicity-classifier/name-ethnicity-classifier This repository contains a console-interface name-ethnicity classifier	42	Emerging	32	Python
11	Tony607/Keras_age_gender Easy Real time gender age prediction from webcam video with Keras	41	Emerging	154	Python
12	USCDataScience/AgePredictor Age classification from text using PAN16, blogs, Fisher Callhome, and Cancer Forum	40	Emerging	18	Java
13	wondonghyeon/face-classification Face model to classify gender and race. Trained on LFWA+ Dataset.	40	Emerging	164	Jupyter Notebook
14	Sklyvan/Age-Gender-Prediction Deep Learning 2022 Final Project: Face Detection with Age & Gender Prediction	39	Emerging	30	Jupyter Notebook
15	Ebimsv/Facial_Age_estimation_PyTorch Age Estimation with PyTorch: Deep Learning for Predicting Age	38	Emerging	75	Python
16	aryanraj2713/Gender-classification Gender Classification Machine Learning Model using Sk-learn in Python with...	36	Emerging	13	Jupyter Notebook
17	MinhasKamal/DeepGenderRecognizer A Plain Demonstration of Gender Recognition Using DNN	36	Emerging	12	Java
18	Arshad221b/Multi-Task-Learning-for-Images-age-gender Using Multi-task learning predict the age and gender from the images.	34	Emerging	5	Jupyter Notebook
19	spacejake/android-age-estimator Estimate ages of people on Android	34	Emerging	7	Java
20	AIM-Harvard/FaceAge Decoding biological age from face photographs using deep learning.	34	Emerging	97	Jupyter Notebook
21	leyviya/age-and-gender-detection-python Age and Gender Detection using OpenCV library - Python. Engineering Project 2.	33	Emerging	5	Jupyter Notebook
22	Aayush3014/Gender-and-Age-Detection The Gender and Age Detection project is a computer vision project that uses...	33	Emerging	5	Jupyter Notebook
23	neelgajjar/Neural-Network-Gender-Classification-Skin-Segmentation Neural Network-male-female-recognition-human-skin-detection	31	Emerging	18	Java
24	GeorgiMateev/twitter-user-gender-classification Machine learning solutions for...	31	Emerging	2	Java
25	Sobika2531/Age-Gender-And-Race-Detection-Using-CNN To build a gender, race and age detector that can approximately guess the...	30	Emerging	15	Jupyter Notebook
26	manhcuong02/Pytorch-Age-Estimation age estimation	29	Experimental	17	Jupyter Notebook
27	ComputationalAgingLab/ComputAge A library for full-stack aging clocks design and benchmarking.	29	Experimental	36	Jupyter Notebook
28	alpancs/tebakgender Predicting gender based on name.	28	Experimental	4	JavaScript
29	yahia3200/Detecto A Handwriting Based Gender Classification Model	27	Experimental	17	Jupyter Notebook
30	pitmonticone/RedditTextClassification Reddit Gender Text-Classification.	27	Experimental	12	Jupyter Notebook
31	thisishardik/AI-advertisement-platform-dl This is an AI-powered advertisement platform that performs Face Detection...	26	Experimental	5	Python
32	Saksit-Jittasopee/age-prediction-deep-learning Age Prediction using Deep Learning and Computer Vision to open webcam,...	25	Experimental	1	Jupyter Notebook
33	fazledyn/gender-classification-from-audio-clips In this project, we built a machine learning model that can identify the...	25	Experimental	8	Jupyter Notebook
34	N-T-Raghava/The_Sweet_16 This project detects faces in real-time from a webcam feed or an uploaded...	24	Experimental	2	CSS
35	Saksit-Jittasopee/gender-classification-deep-learning Gender Classification using Deep Learning and Computer Vision to open...	23	Experimental	2	Jupyter Notebook
36	ReeraAI/gender-recognition Building a Deep learning model that predicts the gender of a speaker using TensorFlow	23	Experimental	14	Python
37	matin-ghorbani/Age_Estimation Age Estimation	22	Experimental	15	Jupyter Notebook
38	rishabhpatel9/Bias-Mitigation-FaceRecog Gender classification model that uses a CNN to classify images of faces as...	22	Experimental	—	Jupyter Notebook
39	aytugyuruk/Age-Prediction-and-Categorization-from-Retinal-Fundus-Images-Using-Residual-Neural-Networks Official repository for our IEEE conference paper: Age Prediction and...	21	Experimental	—	—
40	Hazrat-Ali9/Gender-and-Age-Detection-With-Machine-Learning ✈ Gender 🚁 Age 🚀 Detection 🛸 is an AI 🚁 powered 🚢 computer 🛬 vision ⛴...	21	Experimental	16	—
41	arafathosense/Image-Recognition-Gender-Detection-Using-Deep-Learning Gender Detection project developed as part of my Capstone Project for the...	21	Experimental	—	Jupyter Notebook
42	murapadev/face-catcher A Python script that downloads AI-generated face images from...	21	Experimental	7	Python
43	Bharathyalagi/age-and-gender-detection-using-deep-learning Deep learning model for automatic age and gender detection using CNNs and...	21	Experimental	2	Jupyter Notebook
44	LBlend/mann-eller-kvinne-frontend Frontend for mann-eller-kvinne - En nettside som gjetter kjønnet ditt basert...	21	Experimental	—	TypeScript
45	CrispenGari/gender-classification this is a simple rest api serving a deep learning model that classifies...	20	Experimental	5	Python
46	e0xextazy/gender-est Gender prediction using mobilenet_V2 finetuned on datasets of celebrities,...	20	Experimental	5	HTML
47	fatimagulomova/DLBAIPEAI An edge-deployable deep learning application that predicts Age Group,...	19	Experimental	3	Java
48	SahanashreeTalagade/Gender-Age-Emotion-Detection-Using-Pre-trained-Deep-Learning-Models This project performs face detection and analyzes facial attributes using...	19	Experimental	—	Python
49	AveryanAlex/gayradar Determining the sexual orientation of men from photos	19	Experimental	4	Jupyter Notebook
50	0xpranjal/Gender-Prediction-Using-Sound In this project, I used the Fuzzy python library for implementing common...	18	Experimental	2	Jupyter Notebook
51	ImtiazShuvo/cnn-gender-classification Deep learning project for gender classification from facial images using a...	14	Experimental	—	Jupyter Notebook
52	Shubham-Bhoite/Gender-Age-Detection-Using-Python To build a Gender and Age detection system using Python .	14	Experimental	23	Python
53	mohammadmalekzadeh/eye-gender-detection This project implements a lightweight machine learning pipeline to classify...	13	Experimental	—	Jupyter Notebook
54	RKumarAI/video-analyzer-lite Real-time gender & age prediction from webcam or video file using OpenCV DNN	13	Experimental	—	Python
55	Hilfum/Age-Prediction An age prediction project using deep learning on facial images. The model is...	13	Experimental	—	Jupyter Notebook
56	bremelket/customer-age-estimation-using-computer-vision Deep learning model estimating customer age from facial images using...	13	Experimental	—	HTML
57	imdeepmind/AgeGenderNetwork An AI based android application that detects gender and age of a person just...	12	Experimental	1	Jupyter Notebook
58	Armando-Velasquez/Predicciones-de-Genero Algoritmo de predicción para géneros en base al nombre de una persona	12	Experimental	1	Jupyter Notebook
59	Threeeyeking/Age-and-Gender-Detection-with-Machine-Learning- Age and gender detection utilizing machine learning and computer vision	12	Experimental	1	Python
60	StrangeCoder1729/GenderClassifierApp GenderClassifierApp predicts gender based on facial features using machine...	11	Experimental	—	HTML
61	beom-kwon/gender-classification MATLAB implementation of the paper "Joint Swing Energy for Skeleton-Based...	11	Experimental	3	MATLAB
62	asherk7/ethnivision Utilizing neural networks to predict ethnicity, age, and gender through images	11	Experimental	—	JavaScript
63	Radulepy/BrainJS-Name-Gender-AI-Modell AI Modell trained on Romanian names to predict the gender from a given name.	11	Experimental	—	JavaScript
64	OmPreetham/signs-of-ageing Verzeo's Major Project - Signs of Ageing	11	Experimental	—	Jupyter Notebook
65	A1K28/name-to-gender-classifier Using a machine learning model, classify Georgian names to their...	10	Experimental	2	JavaScript

Comparisons in this category

age-gender-estimation and Keras_age_gender (51 vs 41) age-gender-estimation and Age-and-Sex-Prediction-from-Image---Convolutional-Neural-Network-with-Artificial-Intelligence (51 vs 42) ethnicolr2 and ethnicolr (56 vs 55)