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action-units-heatmaps

Code for BMVC paper "Joint Action Unit localisation and intensity estimation through heatmap regression"

adversarial-attacks-pytorch

A pytorch implementations of Adversarial attacks and utils

agegenderdeeplearning

awesome-fer

Top conferences & Journals focused on Facial expression recognition (FER)/ Facial action unit (FAU) 😠😣😨😀🙁😯😑

dcgan-lsgan-wgan-gp-dragan-tensorflow-2

DCGAN LSGAN WGAN-GP DRAGAN Tensorflow 2

dcgan_wgan_wgan-gp_lsgan_sngan_rsgan_began_acgan_pggan_tensorflow

Implementation of some different variants of GANs by tensorflow, Train the GAN in Google Cloud Colab, DCGAN, WGAN, WGAN-GP, LSGAN, SNGAN, RSGAN, RaSGAN, BEGAN, ACGAN, PGGAN, pix2pix, BigGAN

deepfool

A simple and accurate method to fool deep neural networks

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

distancegan

Pytorch implementation of "One-Sided Unsupervised Domain Mapping" NIPS 2017

drml_pytorch

Implementation of Deep Region and Multi-Label Learning for Facial Action Unit Detection.

faceswap

Non official project based on original /r/Deepfakes thread. Many thanks to him!

facial-expression-recognition.pytorch

A CNN based pytorch implementation on facial expression recognition (FER2013 and CK+), achieving 73.112% (state-of-the-art) in FER2013 and 94.64% in CK+ dataset

fim

Using the Fisher Information Matrix to evaluate the robustness of a model

fisher-information-matrix

PyTorch implementation of FIM and empirical FIM

gan-discussions

GAN讨论群讨论汇总的地方

ganstrainingwithcenacc

graph-representation

improved_wgan_training

Code for reproducing experiments in "Improved Training of Wasserstein GANs"

inception-score-pytorch

Inception Score for GANs in Pytorch

learn-opencv-in-3-hours

ml_practice

ML Records in 1110 Lab of BUPT. Some detailed information can be referenced on: https://mathpretty.com/10388.html

models

Models and examples built with TensorFlow

natural-adversary

Generating Natural Adversarial Examples, ICLR 2018

nerual_network

numpy-ml

Machine learning, in numpy

openface

OpenFace – a state-of-the art tool intended for facial landmark detection, head pose estimation, facial action unit recognition, and eye-gaze estimation.

parsimonious-blackbox-attack

Parsimonious Black-Box Adversarial Attacks via Efficient Combinatorial Optimization (ICML 2019)

pygame

pygame (the library) is a Free and Open Source python programming language library for making multimedia applications like games built on top of the excellent SDL library. C, Python, Native, OpenGL.

pygta5

Explorations of Using Python to play Grand Theft Auto 5.

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.