xurui-ryan Goto Github PK

.tmux

🇫🇷 Oh My Tmux! Pretty & versatile tmux configuration made with ❤️ (imho the best tmux configuration that just works)

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

attention-transfer

Improving Convolutional Networks via Attention Transfer (ICLR 2017)

awesome-attention-mechanism-in-cv

计算机视觉中用到的注意力模块和其他即插即用模块PyTorch Implementation Collection of Attention Module and Plug&Play Module

benchmark_results

Visual Tracking Paper List

book

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

cv_interview

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeplearningbook-chinese

Deep Learning Book Chinese Translation

dragan-pytorch

PyTorch implementation of DRAGAN (https://arxiv.org/abs/1705.07215)

esrt

got10k-toolkit

Official Python toolkit for generic object tracking benchmark GOT-10k and beyond

lihang_book_algorithm

致力于将李航博士《统计学习方法》一书中所有算法实现一遍

machine-learning-learning-notes

周志华《机器学习》又称西瓜书是一本较为全面的书籍，书中详细介绍了机器学习领域不同类型的算法(例如：监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等)，记录了本人在学习过程中的理解思路与扩展知识点，希望对新人阅读西瓜书有所帮助！

machine-learning-session

machinelearningnotes

My personal notes

object-detection

经典目标检测方法整理

pysot

SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

pytorch-playground

Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

pytracking

Visual tracking library based on PyTorch.

self-attention-gan

Pytorch implementation of Self-Attention Generative Adversarial Networks (SAGAN)

siamtrackers

(2020-2021)The PyTorch version of SiamFC，SiamRPN，DaSiamRPN, UpdateNet , SiamDW, SiamRPN++, SiamMask, SiamFC++, SiamCar, SiamBAN, Ocean, LightTrack ; Visual object tracking based on deep learning

staple

[CVPR'16] Staple: Complementary Learners for Real-Time Tracking"

transferlearning

Everything about Transfer Learning and Domain Adaptation--迁移学习

vgg16

A PyTorch implementation of VGG16. This could be considered as a variant of the original VGG16 since BN layers are added after each conv. layer