Disentangled Lifespan Face Synthesis

Last update: Sep 20, 2022

Related tags

Deep Learning DLFS

Overview

Disentangled Lifespan Face Synthesis

Project Page | Paper

Demo on Colab

Preparation

Please follow this github to prepare the environments and dataset.

Training and Testing (link to the pretrained models in the colab)

training (please modify --dataroot, --name):

sh train_distan.sh

testing (please modify --dataroot, --name, --which_epoch, and --checkpoing_dir):

sh test_distan.sh

Reference

If you find this repo helpful, please consider citing:

@inproceedings{he2021dlfs,
  title={Disentangled Lifespan Face Synthesis},
  author={He, Sen and Liao, Wentong and Yang, Michael and Song, Yi-Zhe and Rosenhahn, Bodo and Xiang, Tao},
  booktitle={ICCV},
  year={2021}
}

Acknowledgements

This repository is based on LFS.

Owner

何森

Research fellow at CVSSP, University of Surrey, UK.

GitHub Repository

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Disentangled Lifespan Face Synthesis

Related tags

Overview

Disentangled Lifespan Face Synthesis

Project Page | Paper

Demo on Colab

Preparation

Training and Testing (link to the pretrained models in the colab)

Reference

Acknowledgements

Owner

何森

Official code of ICCV2021 paper "Residual Attention: A Simple but Effective Method for Multi-Label Recognition"

Learning Generative Models of Textured 3D Meshes from Real-World Images, ICCV 2021

TensorFlow-based implementation of "ICNet for Real-Time Semantic Segmentation on High-Resolution Images".

A python-image-classification web application project, written in Python and served through the Flask Microframework

Easily benchmark PyTorch model FLOPs, latency, throughput, max allocated memory and energy consumption

Evaluation suite for large-scale language models.

Single Image Super-Resolution (SISR) with SRResNet, EDSR and SRGAN

An exploration of log domain "alternative floating point" for hardware ML/AI accelerators.

Official PyTorch implementation of "Evolving Search Space for Neural Architecture Search"

The second project in Python course on FCC

Implementation of a Transformer that Ponders, using the scheme from the PonderNet paper

A machine learning project which can detect and predict the skin disease through image recognition.

Python 3 module to print out long strings of text with intervals of time inbetween

Learning hidden low dimensional dyanmics using a Generalized Onsager Principle and neural networks

Oscar and VinVL

This repository includes the code of the sequence-to-sequence model for discontinuous constituent parsing described in paper Discontinuous Grammar as a Foreign Language.

Fast, modular reference implementation and easy training of Semantic Segmentation algorithms in PyTorch.

Algorithm to texture 3D reconstructions from multi-view stereo images

Unsupervised Video Interpolation using Cycle Consistency

Trains an agent with stochastic policy gradient ascent to solve the Lunar Lander challenge from OpenAI