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lectures

Oxford Deep NLP 2017 course

leetcode

LeetCode题解，151道题完整版

libfacedetection

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

light_head_rcnn

Light-Head R-CNN

lsfm

Large Scale Facial Model (LSFM) - an automatic pipeline for constructing 3D Morphable Models from large collections of facial meshes

mgn-pytorch

Reproduction of paper: Learning Discriminative Features with Multiple Granularities for Person Re-Identification

micom_golang

mmdetection

Open MMLab Detection Toolbox

mnist_center_loss_pytorch

A Pytorch implementation of center loss on MNIST

mobile-deep-learning

This research aims at simply deploying CNN(Convolutional Neural Network) on mobile devices, with low complexity and high speed.

mtcnn_face_detection_alignment

Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks

nips2017

A list of resources for all invited talks, tutorials, workshops and presentations at NIPS 2017

objectdetection-onestagedet

open-reid

Open source person re-identification library in python

openpose

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

pcn-facedetection

Progressive Calibration Networks (PCN) is an accurate rotation-invariant face detector running at real-time speed on CPU, published in CVPR 2018.

pedestrian_alignment

Pedestrian Alignment Network for Large-scale Person Re-identification

person_reid_baseline_pytorch

Pytorch implement of Person re-identification baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial

pix2code

pix2code: Generating Code from a Graphical User Interface Screenshot

practicalai

A practical approach to learning machine learning.

preciseroipooling

Precise RoI Pooling with coordinate gradient support, proposed in the paper "Acquisition of Localization Confidence for Accurate Object Detection" (https://arxiv.org/abs/1807.11590).

prepare-faces-zyf

prepare faces for face recognition training

pretrained-models.pytorch

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

psyduck

Record CS knowlegement with XMind, version 2.0. 使用 XMind 记录 Linux 操作系统，网络，C++，Golang 以及数据库的一些设计

py-r-fcn

R-FCN with joint training and python support

pytorch-book

PyTorch：入门与实践

pytorch-center-loss

Pytorch implementation of Center Loss

pytorch-faster-rcnn

I would appreciate if someone can retrain the model. The "finetune from scratch" result should be better because the training details have been changed. (And mobilenet training not supported yet.)

pytorch-fcn

PyTorch Implementation of Fully Convolutional Networks.

pytorch-fitmodule

Super simple fit method for PyTorch Modules