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 64 facial attribute classification frameworks tracked. 2 score above 50 (established tier). The highest-rated is appeler/ethnicolr2 at 59/100 with 16 stars and 1,477 monthly downloads.

Get all 64 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=facial-attribute-classification&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Framework	Score	Tier	Stars	Language
1	appeler/ethnicolr2 Ethnicolr implementation with new models in pytorch	59	Established	16	Python
2	appeler/ethnicolr Predict Race and Ethnicity Based on the Sequence of Characters in a Name	58	Established	249	Jupyter Notebook
3	yu4u/age-gender-estimation Keras implementation of a CNN network for age and gender estimation	44	Emerging	1,519	Jupyter Notebook
4	truongnmt/multi-task-learning Multi-task learning smile detection, age and gender classification on...	41	Emerging	180	Jupyter Notebook
5	weblineindia/AIML-Human-Attributes-Detection-with-Facial-Feature-Extraction This is a Human Attributes Detection program with facial features...	39	Emerging	131	Python
6	Furkan-Gulsen/face-classification Computer Vision project that detects emotion, age and gender after detecting faces.	38	Emerging	81	Python
7	tae898/age-gender Age and gender recognition using arcface and MLP.	38	Emerging	81	Jupyter Notebook
8	pufanyi/GenderRecognitionByVoice NTU SC1015 Group Project - Gender Recognition by Voice	37	Emerging	5	HTML
9	hechmik/voxceleb_enrichment_age_gender Code and data repository for paper "VoxCeleb enrichment for Age and Gender...	37	Emerging	71	Jupyter Notebook
10	name-ethnicity-classifier/name-ethnicity-classifier This repository contains a console-interface name-ethnicity classifier	35	Emerging	32	Python
11	emirhanai/Age-and-Sex-Prediction-from-Image---Convolutional-Neural-Network-with-Artificial-Intelligence Age and Sex Prediction from Image - Convolutional Neural Network with...	35	Emerging	72	Jupyter Notebook
12	Tony607/Keras_age_gender Easy Real time gender age prediction from webcam video with Keras	34	Emerging	154	Python
13	USCDataScience/AgePredictor Age classification from text using PAN16, blogs, Fisher Callhome, and Cancer Forum	33	Emerging	18	Java
14	wondonghyeon/face-classification Face model to classify gender and race. Trained on LFWA+ Dataset.	33	Emerging	164	Jupyter Notebook
15	Sklyvan/Age-Gender-Prediction Deep Learning 2022 Final Project: Face Detection with Age & Gender Prediction	32	Emerging	30	Jupyter Notebook
16	Ebimsv/Facial_Age_estimation_PyTorch Age Estimation with PyTorch: Deep Learning for Predicting Age	31	Emerging	75	Python
17	MinhasKamal/DeepGenderRecognizer A Plain Demonstration of Gender Recognition Using DNN	29	Experimental	12	Java
18	aryanraj2713/Gender-classification Gender Classification Machine Learning Model using Sk-learn in Python with...	29	Experimental	13	Jupyter Notebook
19	Arshad221b/Multi-Task-Learning-for-Images-age-gender Using Multi-task learning predict the age and gender from the images.	27	Experimental	5	Jupyter Notebook
20	AIM-Harvard/FaceAge Decoding biological age from face photographs using deep learning.	27	Experimental	97	Jupyter Notebook
21	spacejake/android-age-estimator Estimate ages of people on Android	27	Experimental	7	Java
22	leyviya/age-and-gender-detection-python Age and Gender Detection using OpenCV library - Python. Engineering Project 2.	26	Experimental	5	Jupyter Notebook
23	Aayush3014/Gender-and-Age-Detection The Gender and Age Detection project is a computer vision project that uses...	26	Experimental	5	Jupyter Notebook
24	Qengineering/Age-Gender-OpenCV-Raspberry-Pi-4 Age and Gender estimation on a Raspberry Pi 4 with OpenCV	25	Experimental	5	C++
25	GeorgiMateev/twitter-user-gender-classification Machine learning solutions for...	24	Experimental	2	Java
26	alpancs/tebakgender Predicting gender based on name.	24	Experimental	4	JavaScript
27	neelgajjar/Neural-Network-Gender-Classification-Skin-Segmentation Neural Network-male-female-recognition-human-skin-detection	24	Experimental	18	Java
28	smalltrappax/RaceIdentAI Ethnicity classification pipeline using Face Segmentation (BiSeNet) &...	23	Experimental	5	Python
29	Saksit-Jittasopee/age-prediction-deep-learning Age Prediction using Deep Learning and Computer Vision to open webcam,...	23	Experimental	1	Jupyter Notebook
30	Sobika2531/Age-Gender-And-Race-Detection-Using-CNN To build a gender, race and age detector that can approximately guess the...	23	Experimental	15	Jupyter Notebook
31	ComputationalAgingLab/ComputAge A library for full-stack aging clocks design and benchmarking.	22	Experimental	36	Jupyter Notebook
32	rishabhpatel9/Bias-Mitigation-FaceRecog Gender classification model that uses a CNN to classify images of faces as...	22	Experimental	—	Jupyter Notebook
33	manhcuong02/Pytorch-Age-Estimation age estimation	22	Experimental	17	Jupyter Notebook
34	aytugyuruk/Age-Prediction-and-Categorization-from-Retinal-Fundus-Images-Using-Residual-Neural-Networks Official repository for our IEEE conference paper: Age Prediction and...	22	Experimental	—	—
35	Saksit-Jittasopee/gender-classification-deep-learning Gender Classification using Deep Learning and Computer Vision to open...	21	Experimental	2	Jupyter Notebook
36	yahia3200/Detecto A Handwriting Based Gender Classification Model	20	Experimental	17	Jupyter Notebook
37	pitmonticone/RedditTextClassification Reddit Gender Text-Classification.	20	Experimental	12	Jupyter Notebook
38	sai-varshith/Gender-And-Age-Detection To build a gender and age detector that can approximately guess the gender...	20	Experimental	8	—
39	AbdassalamAhmad/Gender-Classification Face Detection using MTCNN combined with Gender Classification using Xception model.	20	Experimental	7	Jupyter Notebook
40	arafathosense/Image-Recognition-Gender-Detection-Using-Deep-Learning Gender Detection project developed as part of my Capstone Project for the...	19	Experimental	—	Jupyter Notebook
41	thisishardik/AI-advertisement-platform-dl This is an AI-powered advertisement platform that performs Face Detection...	19	Experimental	5	Python
42	SahanashreeTalagade/Gender-Age-Emotion-Detection-Using-Pre-trained-Deep-Learning-Models This project performs face detection and analyzes facial attributes using...	19	Experimental	—	Python
43	LBlend/mann-eller-kvinne-frontend Frontend for mann-eller-kvinne - En nettside som gjetter kjønnet ditt basert...	19	Experimental	—	TypeScript
44	fazledyn/gender-classification-from-audio-clips In this project, we built a machine learning model that can identify the...	18	Experimental	8	Jupyter Notebook
45	Bharathyalagi/age-and-gender-detection-using-deep-learning Deep learning model for automatic age and gender detection using CNNs and...	17	Experimental	2	Jupyter Notebook
46	Hazrat-Ali9/Gender-and-Age-Detection-With-Machine-Learning ✈ Gender 🚁 Age 🚀 Detection 🛸 is an AI 🚁 powered 🚢 computer 🛬 vision ⛴...	17	Experimental	16	—
47	N-T-Raghava/The_Sweet_16 This project detects faces in real-time from a webcam feed or an uploaded...	17	Experimental	2	CSS
48	ReeraAI/gender-recognition Building a Deep learning model that predicts the gender of a speaker using TensorFlow	16	Experimental	14	Python
49	matin-ghorbani/Age_Estimation Age Estimation	15	Experimental	15	Jupyter Notebook
50	murapadev/face-catcher A Python script that downloads AI-generated face images from...	15	Experimental	7	Python
51	fatimagulomova/DLBAIPEAI An edge-deployable deep learning application that predicts Age Group,...	14	Experimental	3	Java
52	RKumarAI/video-analyzer-lite Real-time gender & age prediction from webcam or video file using OpenCV DNN	14	Experimental	—	Python
53	ImtiazShuvo/cnn-gender-classification Deep learning project for gender classification from facial images using a...	14	Experimental	—	Jupyter Notebook
54	e0xextazy/gender-est Gender prediction using mobilenet_V2 finetuned on datasets of celebrities,...	13	Experimental	5	HTML
55	CrispenGari/gender-classification this is a simple rest api serving a deep learning model that classifies...	13	Experimental	5	Python
56	AveryanAlex/gayradar Determining the sexual orientation of men from photos	12	Experimental	4	Jupyter Notebook
57	0xpranjal/Gender-Prediction-Using-Sound In this project, I used the Fuzzy python library for implementing common...	11	Experimental	2	Jupyter Notebook
58	Zach-Adolphsen/GenderClassifierWebApp A React and Flask application that retrieves user height, weight, and shoe...	11	Experimental	—	JavaScript
59	mohammadmalekzadeh/eye-gender-detection This project implements a lightweight machine learning pipeline to classify...	11	Experimental	—	Jupyter Notebook
60	Hilfum/Age-Prediction An age prediction project using deep learning on facial images. The model is...	11	Experimental	—	Jupyter Notebook
61	bremelket/customer-age-estimation-using-computer-vision Deep learning model estimating customer age from facial images using...	11	Experimental	—	HTML
62	imdeepmind/AgeGenderNetwork An AI based android application that detects gender and age of a person just...	10	Experimental	1	Jupyter Notebook
63	Armando-Velasquez/Predicciones-de-Genero Algoritmo de predicción para géneros en base al nombre de una persona	10	Experimental	1	Jupyter Notebook
64	Threeeyeking/Age-and-Gender-Detection-with-Machine-Learning- Age and gender detection utilizing machine learning and computer vision	10	Experimental	1	Python

Comparisons in this category

ethnicolr2 and ethnicolr (59 vs 58)