xiezheng-cs

awesome-domain-adaptation

A collection of AWESOME things about domian adaptation

ENAS-pytorch

PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"

Awesome-AutoDL

Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)

SeetaFace2

SeetaFace 2: open source, full stack face recognization toolkit.

CelebAMask-HQ

A large-scale face dataset for face parsing, recognition, generation and editing.

ShuffleNet-Series

proxylessnas

[ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware

Res2Net-PretrainedModels

(ImageNet pretrained models) The official pytorch implemention of the TPAMI paper "Res2Net: A New Multi-scale Backbone Architecture"

DataLoaders_DALI

PyTorch DataLoaders implemented with DALI for accelerating image preprocessing

awesome-AutoML-and-Lightweight-Models

A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.

FaceBagNet

FaceBagNet - Patch-based Methods for Multi-modal Face Anti-spoofing (FAS)

d2l-tvm

Dive into Deep Learning Compiler

pytorch-adda

A PyTorch implementation for Adversarial Discriminative Domain Adaptation

ChaLearn_liveness_challenge

ChaLearn Face Anti-spoofing Attack Detection Challenge@CVPR2019

single-path-nas

Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours

MetaPruning

MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning. In ICCV 2019.

Taylor_pruning

Pruning Neural Networks with Taylor criterion in Pytorch

FairNAS

FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search

MaskInsightface

基于人脸关键区域提取的人脸识别（LFW:99.82%+ CFP_FP:98.50%+ AgeDB30:98.25%+）

face_recognition_framework

Multi-task face recognition framework based on PyTorch

facerecognize-for-mobile-phone

适用于移动端的人脸识别模型，计算量与mobilefacenet相同，但megaface上提升了2%+

MoGA

MoGA: Searching Beyond MobileNetV3

MDENAS

Multinomial Distribution Learning for Effective Neural Architecture Search

casia-surf-2019-codes

code for ChaLearn Face Anti-spoofing Attack Detection Challenge@CVPR2019

insightocr

MXNet OCR implementation. Including text recognition and detection.

Facial-Landmarks-of-Face-Datasets

Robust FEC-CNN for Face Datasets

Transferable-Adversarial-Training

Code release for Transferable Adversarial Training: A General Approach to Adapting Deep Classifiers (ICML2019)

COP

Code for IJCAI2019 paper

RobustArchitectureSearch

This github repository contains the official code for the paper, "Evolving Robust Neural Architectures to Defend from Adversarial Attacks"

LCCGAN

Code for “Adversarial Learning with Local Coordinate Coding”