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Xiangtai Li (lxtGH)

lxtGH

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Company:Nanyang Technological University

Location:Singapore

Home Page:https://lxtgh.github.io/

Twitter:@xtl994

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Xiangtai Li's repositories

AI_challenger_Chinese_Caption

Repository for image caption for Chinese

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MachineLearning-1

Machine Learning in Action（机器学习实战）

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Adaboost-byhand

This repository contains the basic, mulit_boosting and basic bagging implementation

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caffe

Caffe: a fast open framework for deep learning.

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caffe-rfcn

Caffe branch for R-FCN

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cityscapesScripts

README and scripts for the Cityscapes Dataset

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MobileNet2-pytorch

This repository contains mobile nets implemetation by pytorch

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Pytorch-Cifar-models

This repository contains some famous CNN models that can run on the cifar-10 dataset

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pytorch-semantic-segmentation

PyTorch for Semantic Segmentation

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tool

开发效率提升：Mac生产力工具链推荐

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DeepLearning.ai-Summary

This repository contains my personal notes and summaries on [DeepLearning.ai](deeplearning.ai) course. I've enjoyed every little bit of the course hope you enjoy my notes too.

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Detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

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DPNs

Dual Path Networks

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efficient_densenet_pytorch

A memory-efficient implementation of DenseNets

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faster_rcnn_pytorch

Faster RCNN with PyTorch

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flownet2

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

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free-programming-books

:books: Freely available programming books

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github

GitHub 漫游指南- a Chinese ebook on how to build a good build on Github. Explore the users' behavior. Find some thing interest.

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netwarp_public

Semantic Video CNNs through Representation Warping. ICCV 2017

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neuraltalk2.pytorch

image captioning model in pytorch(finetunable cnn in branch "with_finetune", self-critical training is under my self-critical.pytorch repository.)

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numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

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pretrained-models.pytorch

Pretrained ConvNets for pytorch: ResNeXt101, ResNet152, InceptionV4, InceptionResnetV2, etc.

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pytorch-cifar

95.16% on CIFAR10 with PyTorch

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pytorch_spn

Extension package for spatial propagation network in pytorch.

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SegFlow

Demo code of the paper "SegFlow: Joint Learning for Video Object Segmentation and Optical Flow", in ICCV 2017

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senet.pytorch

PyTorch implementation of SENet

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SNNs

Tutorials and implementations for "Self-normalizing networks"

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supercell

supercell

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system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

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terminal-mac-cheatsheet

List of my most used commands and shortcuts in the terminal for Mac

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