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Genderage2

Developed by ivensamdh
Vision Transformer model based on ViT architecture for gender and age classification tasks
Image Classification
Transformers
Open Source License:Apache-2.0#Gender and Age Recognition#ViT Fine-tuning#Image Classification
Downloads 263
Release Time : 1/19/2023

Model Overview

This model is a fine-tuned version of google/vit-base-patch16-224-in21k on an image folder dataset, primarily used for gender and age classification tasks.

Model Features

Based on ViT Architecture
Utilizes Vision Transformer architecture with powerful image feature extraction capabilities
Fine-tuned Model
Fine-tuned on google/vit-base-patch16-224-in21k specifically for gender and age classification tasks
Efficient Training
Optimized training process using mixed precision training and linear learning rate scheduler

Model Capabilities

Image Classification
Gender Recognition
Age Estimation

Use Cases

Demographic Analysis
Retail Customer Analysis
Analyze gender and age distribution of store customers
Social Media Analysis
Automatically identify gender and age groups of people in user-uploaded images
Security Surveillance
Person Attribute Recognition
Identify gender and age groups of individuals in surveillance videos
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