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Li Guo's Projects

albumentations icon albumentations

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

autoaugment icon autoaugment

Unofficial implementation of the ImageNet, CIFAR 10 and SVHN Augmentation Policies learned by AutoAugment using pillow

c-plus-plus icon c-plus-plus

Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.

contrastivecrop icon contrastivecrop

[CVPR 2022 Oral] Crafting Better Contrastive Views for Siamese Representation Learning

contrastiveseg icon contrastiveseg

ICCV2021 (Oral) - Exploring Cross-Image Pixel Contrast for Semantic Segmentation

cpp-primer-plus-6th icon cpp-primer-plus-6th

《C++ Primer Plus 第6版(中文版)》原书代码、习题答案和个人笔记,仅供学习和交流。

data-augmentation-review icon data-augmentation-review

List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.

dcnv2_latest icon dcnv2_latest

DCNv2 supports decent pytorch such as torch 1.5+ (now 1.8+)(给FaPN用的)

dupsampling icon dupsampling

This repo is an pytorch implementation of CVPR2019 paper: Decoders Matter for Semantic Segmentation: Data-Dependent Decoding Enables Flexible Feature Aggregation

enjoy-hamburger icon enjoy-hamburger

[ICLR 2021 top 3%] Is Attention Better Than Matrix Decomposition?汉堡包学习,矩阵分解,替代注意力机制

external-attention-pytorch icon external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

fapn icon fapn

[ICCV 2021] FaPN: Feature-aligned Pyramid Network for Dense Image Prediction(为了上采样)

forensic_code icon forensic_code

不知道是哪位老哥的,但是写了很多,可以当做一个参考

hamnet icon hamnet

PyTorch implementation of AAAI 2021 paper: A Hybrid Attention Mechanism for Weakly-Supervised Temporal Action Localization

imgaug icon imgaug

Image augmentation for machine learning experiments.

kornia icon kornia

Open Source Differentiable Computer Vision Library

pytorch-image-models-timm- icon pytorch-image-models-timm-

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

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