yuying9

SVDD-Python

Python code for abnormal detection using Support Vector Data Description (SVDD)

SVDD-sample

MAE-pytorch

Unofficial PyTorch implementation of Masked Autoencoders Are Scalable Vision Learners

FSSD_OoD_Detection

[SafeAI'21] Feature Space Singularity for Out-of-Distribution Detection.

guided-feature-inversion

PyTorch code for KDD 18 paper: Towards Explanation of DNN-based Prediction with Guided Feature Inversion

interpretable_machine_learning_with_python

Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.

lime

Lime: Explaining the predictions of any machine learning classifier

RISE

Implementation of "RISE: Randomized Input Sampling for Explanation of Black-box Models"

Relevance-CAM

The official code of Relevance-CAM

PyTorch-gender-age-estimation

Train ResNet18 on AFAD dataset for gender and age estimate with Pytorch

NoiseGrad

NoiseGrad (and its extension NoiseGrad++) is a method to enhance explanations of artificial neural networks by adding noise to model weights

ICCV21_SCOOD

The Official Implementation of the ICCV-2021 Paper: Semantically Coherent Out-of-Distribution Detection.

energy_ood

mxnet-wgan

mxnet implement for Conditional Wasserstein GAN

captum

Model interpretability and understanding for PyTorch

DeepExplain

A unified framework of perturbation and gradient-based attribution methods for Deep Neural Networks interpretability. DeepExplain also includes support for Shapley Values sampling. (ICLR 2018)

deeplift

Public facing deeplift repo

deepface-emd

Code for CVPR 2022 https://arxiv.org/abs/2112.04016 DeepFace-EMD Re-ranking Using Patch-wise Earth Movers Distance Improves Out-Of-Distribution Face Identification

RealWorldOccludedFaces

Real World Occluded Face dataset containing 3195 neutral images, 1686 sunglasses images and 678 masked images.

mxnet_mtcnn_face_detection

MTCNN face detection

retinaface

RetinaFace: Deep Face Detection Library for Python

mxboard-demo

lsun

LSUN Dataset Documentation and Demo Code

SDE-Net

Code for paper: SDE-Net: Equipping Deep Neural network with Uncertainty Estimates

deepfeatinterp

Deep Feature Interpolation (CVPR 2017)

PLDS

The Penalized Linear Dynamical System Project

POEs

deep-head-pose

:fire::fire: Deep Learning Head Pose Estimation using PyTorch.

FacePose_pytorch

🔥🔥The pytorch implement of the head pose estimation(yaw,roll,pitch) and emotion detection with SOTA performance in real time.Easy to deploy, easy to use, and high accuracy.Solve all problems of face detection at one time.(极简，极快，高效是我们的宗旨)

FR-Loss-on-Mnist

Face Recognition Loss on Mnist, Pytorch implementation