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awesome-face_recognition

papers about Face Detection; Face Alignment; Face Recognition && Face Identification && Face Verification && Face Representation; Face Reconstruction; Face Tracking; Face Super-Resolution && Face Deblurring; Face Generation && Face Synthesis; Face Transfer; Face Anti-Spoofing; Face Retrieval;

awesome-knowledge-distillation

Awesome Knowledge Distillation

awesome-programming-books

📚 经典技术书籍 PDF 文件，持续更新...

caffe

Caffe: a fast open framework for deep learning.

caffe-deconvnet

A deconvolutional network in caffe

caffe-mobilenet

A caffe implementation of mobilenet's depthwise convolution layer.

caffe-sppnet

detection-developing

capsnet-tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules

centerloss_caffe_mnist

It's the script of Center loss on mnist dataset running on Caffe.

cnn-models

ImageNet pre-trained models with batch normalization for the Caffe framework

cogan

cornernet

darkon

Toolkit to Hack Your Deep Learning Models (analysis CNN issue)

dbscan

Density Based Clustering of Applications with Noise (DBSCAN) and Related Algorithms - R package

deep-residual-networks

Deep Residual Learning for Image Recognition

deepfashion2

DeepFashion2 Dataset https://arxiv.org/pdf/1901.07973.pdf

deepid2-1

use caffe to training a deepid2 net with softmax and contrastive loss, adding identity2verify_layer to translate a single sample into pairwise, thus mix the softmax and contrastive layer together

deepid2_based_inception

this network is built based on Inception. and optimize it by using identification loss and verification loss which derive from DeepID2+

depthwiseconvolution

A personal caffe implementation of mobile convolution layer by liuhao.(only GPU)

document-style-guide

中文技术文档的写作规范

dotfiles

A set of vim, zsh, git, and tmux configuration files.(*nix开发环境一键配置）😀

eos

A lightweight 3D Morphable Face Model fitting library in modern C++11/14

faceboxes

FaceBoxes: A CPU Real-time Face Detector with High Accuracy

focal-loss

Reproduction of Focal-loss on caffe

focalloss

Weighted Focal Loss for multilabel classification

frp

(内网穿透)A fast reverse proxy to help you expose a local server behind a NAT or firewall to the internet.

handbook

Handbook of Face Recognition

hrnet-facial-landmark-detection

High-resolution representation learning (HRNets) for facial landmark detection

inceptionbn-21k-for-caffe

Inception-BN ImageNet (21K classes) model for Caffe

insightface

Face Recognition Project on MXNet