Age And Gender Classification
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Benchmarks
Most implemented
Rank consistent ordinal regression for neural networks with application to age estimation
MiVOLO: Multi-input Transformer for Age and Gender Estimation
Compacting, Picking and Growing for Unforgetting Continual Learning
Increasingly Packing Multiple Facial-Informatics Modules in A Unified Deep-Learning Model via Lifelong Learning
Age and Gender Classification using Convolutional Neural Networks
Papers
How Well Do Self-Supervised Speech Models Encode Age and Gender in Children's Speech? A Layer-Wise Analysis Across Multiple Architectures
Self-supervised learning (SSL) models have become a central component of modern speech processing systems, as they enable the learning of rich acoustic representations without reliance on labeled data. Despite their succ…
Age And Gender ClassificationSelf-Supervised LearningCNN-Based Framework for Pedestrian Age and Gender Classification Using Far-View Surveillance in Mixed-Traffic Intersections
Pedestrian safety remains a pressing concern in congested urban intersections, particularly in low- and middle-income countries where traffic is multimodal, and infrastructure often lacks formal control. Demographic fact…
Age And Gender ClassificationComputational EfficiencyLayer-Wise Analysis of Self-Supervised Representations for Age and Gender Classification in Children's Speech
Children's speech presents challenges for age and gender classification due to high variability in pitch, articulation, and developmental traits. While self-supervised learning (SSL) models perform well on adult speech t…
Age And Gender ClassificationSelf-Supervised LearningDeep Learning-Based Age Estimation and Gender Deep Learning-Based Age Estimation and Gender Classification for Targeted Advertisement
This paper presents a novel deep learning-based approach for simultaneous age and gender classification from facial images, designed to enhance the effectiveness of targeted advertising campaigns. We propose a custom Con…
Age And Gender ClassificationData AugmentationAge EstimationBN-AuthProf: Benchmarking Machine Learning for Bangla Author Profiling on Social Media Texts
Author profiling, the analysis of texts to uncover attributes such as gender and age of the author, has become essential with the widespread use of social media platforms. This paper focuses on author profiling in the Ba…
Age And Gender ClassificationAge and Gender EstimationAge ClassificationAuthor Profiling+3A Hybrid Transformer-Sequencer approach for Age and Gender classification from in-wild facial images
The advancements in computer vision and image processing techniques have led to emergence of new application in the domain of visual surveillance, targeted advertisement, content-based searching, and human-computer inter…
Age And Gender ClassificationClassificationGender Classification