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nas

Neural architecture search(NAS)

neural-network-papers

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

numpy_exercises

Numpy exercises.

oh-my-zsh

A delightful community-driven (with 1,000+ contributors) framework for managing your zsh configuration. Includes 200+ optional plugins (rails, git, OSX, hub, capistrano, brew, ant, php, python, etc), over 140 themes to spice up your morning, and an auto-update tool so that makes it easy to keep up with the latest updates from the community.

openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, and hands estimation

paper-implementations

Use PyTorch to implement some classic frameworks

pelee

Pelee: A Real-Time Object Detection System on Mobile Devices

pose-transfer

Code for the paper Progressive Pose Attention for Person Image Generation in CVPR19 (Oral).

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

pyramidbox

This repo implements PyramidBox with pytorch

pytorch-cifar

95.16% on CIFAR10 with PyTorch

pytorch-classification

Classification with PyTorch.

pytorch-hardnet

35% faster than ResNet: Harmonic DenseNet, A low memory traffic network

pytorch-mobilenet-v3

MobileNetV3 in pytorch and ImageNet pretrained models

pytorch-tutorial

Build your neural network easy and fast

resnet

Reproduce ResNet-v2(Identity Mappings in Deep Residual Networks) with MXNet

resnet-18-caffemodel-on-imagenet

ResNet-18 Caffemodel @ilsvrc12 shrt 256 with Top-1 69% Top-5 89%

resnet-imagenet-caffe

train resnet on imagenet from scratch with caffe

resnet-on-cifar10

Reimplementation ResNet on cifar10 with caffe

resnet18-caffe

This file is caffe type of resnet18,including resnet18.prototxt and resnet18-deploy.prototxt

rrd

RRD: Rotation-Sensitive Regression for Oriented Scene Text Detection

senet

Squeeze-and-Excitation Networks

senet-caffe

A Caffe Re-Implementation of SENet

serving

A flexible, high-performance serving system for machine learning models

shufflenet

This is a fast caffe implementation of ShuffleNet.

shufflenet_v2_pytorch_caffe

ShuffleNet-V2 for both PyTorch and Caffe.

smallhardface

Source code for Robust Face Detection via Learning Small Faces on Hard Images

soft-nms

Object Detection

srn

Selective Refinement Network for High Performance Face Detection, AAAI, 2019