AgeGuesser: deep learning based age estimation system. Powered by EfficientNet and Yolov5

Last update: Nov 10, 2022

Overview

AgeGuesser

AgeGuesser is an end-to-end, deep-learning based Age Estimation system, presented at the CAIP 2021 conference.

You can find the related paper on:

Datasets

Face Detection -> WIDER Face
Age Estimation -> MIVIA Age

Citing AgeGuesser

If you find AgeGuesser useful in your research or wish to refer to the baseline results, please use the following BibTeX entry.

@inproceedings{castellano2021real,
  title={Real-time age estimation from facial images using yolo and efficientnet},
  author={Castellano, Giovanna and Carolis, Berardina De and Marvulli, Nicola and Sciancalepore, Mauro and Vessio, Gennaro},
  booktitle={International Conference on Computer Analysis of Images and Patterns},
  pages={275--284},
  year={2021},
  organization={Springer}
}

Owner

GitHub Repository

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AgeGuesser: deep learning based age estimation system. Powered by EfficientNet and Yolov5

Related tags

Overview

AgeGuesser

Datasets

Citing AgeGuesser

Owner

Res2Net for Instance segmentation and Object detection using MaskRCNN

Code accompanying "Learning What To Do by Simulating the Past", ICLR 2021.

Mememoji - A facial expression classification system that recognizes 6 basic emotions: happy, sad, surprise, fear, anger and neutral.

Code for ICLR 2021 Paper, "Anytime Sampling for Autoregressive Models via Ordered Autoencoding"

Intel® Neural Compressor is an open-source Python library running on Intel CPUs and GPUs

LocUNet is a deep learning method to localize a UE based solely on the reported signal strengths from a set of BSs.

[TOG 2021] PyTorch implementation for the paper: SofGAN: A Portrait Image Generator with Dynamic Styling.

Riemann Noise Injection With PyTorch

Official repository of DeMFI (arXiv.)

Flappy bird automation using Neuroevolution of Augmenting Topologies (NEAT) in Python

Dynamic Bottleneck for Robust Self-Supervised Exploration

A pytorch-version implementation codes of paper: "BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal Generation"

SOTA easy to use PyTorch-based DL training library

Face uncertainty quantification or estimation using PyTorch.

[CVPR'21] Learning to Recommend Frame for Interactive Video Object Segmentation in the Wild

Implementation of paper "DeepTag: A General Framework for Fiducial Marker Design and Detection"

CaFM-pytorch ICCV ACCEPT Introduction of dataset VSD4K

Attentional Focus Modulates Automatic Finger‑tapping Movements

[ICML 2020] Prediction-Guided Multi-Objective Reinforcement Learning for Continuous Robot Control

Notebook and code to synthesize complex and highly dimensional datasets using Gretel APIs.