Peng's repositories

FeatherNets_Face-Anti-spoofing-Attack-Detection-Challenge-CVPR2019

Code for 3rd Place Solution in Face Anti-spoofing Attack Detection Challenge @ CVPR2019,model only 0.35M!!! 1.88ms(CPU)

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Face-Anti-spoofing-for-RGB

An Face Anti-spoofing Method for Print and Video Attacks

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ocr_densenet

第一届西安交通大学人工智能实践大赛(2018AI实践大赛--图片文字识别)第一名;仅采用densenet识别图中文字

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ChaLearn_liveness_challenge

ChaLearn Face Anti-spoofing Attack Detection Challenge@CVPR2019

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digital_classification

泳帽的数字和符号分类

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efficientnet-pytorch

A PyTorch Implementation of "EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks".

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Face_Anti-spoofing_RGB

An Face Anti-spoofing Method for Printing and Video Attacks

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insightface

Face Analysis Project on MXNet

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libfacedetection

An open source library for face detection in images. The face detection speed can reach 1500FPS.

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pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

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pytorch-mobilenet-v2

A PyTorch implementation of MobileNet V2 architecture and pretrained model.

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AdaBound

An optimizer that trains as fast as Adam and as good as SGD.

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AdaBound-mx

AdaBound optimizer in MXNet

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CASIA-SURF_CeFA

Face Anti-spoofing Attack Detection Challenge@CVPR2020

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Data-Analysis

Data Science Using Python

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EdgeML

This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.

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FishNet

Implementation code of the paper: FishNet: A Versatile Backbone for Image, Region, and Pixel Level Prediction, NeurIPS 2018

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fixup

Fixup initialization implementation

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GCNet

GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond

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GHM_Detection

The implementation of “Gradient Harmonized Single-stage Detector” published on AAAI 2019.

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GroupNorm-reproduce

A collection of code in different frameworks that reproduces experiments in "Group Normalization"

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kaggle-api

Official Kaggle API

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mobilenet-pytorch

PyTorch implementation of MobileNet-v1 and MobileNet-v2

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pytorch-FRN

Filter Response Normalization Layer in PyTorch

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resume

An elegant \LaTeX\ résumé template

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Tiny-Imagenet-200

My personal research code started in Summer 2017, focusing on analysis of Convolutional Neural Networks. Starting with a thorough exploration of Stanford's Tiny-Imagenet-200 dataset.

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