Pinned Repositories
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
AlphaTree-graphic-deep-neural-network
AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的跨越，其中深度学习相关论文附有tensorflow caffe官方源码，应用部分含推荐算法和知识图谱
Awesome-AIGC-Tutorials
Curated tutorials and resources for Large Language Models, AI Painting, and more.
Awesome-Deblurring
A curated list of resources for Image and Video Deblurring
Awesome-Fine-grained-Visual-Classification
Awesome Fine-grained Visual Classification
Awesome-Image-Distortion-Correction
A curated list of resources on handling Rolling Shutter effects and Radial Distortions
ebook-cpp
ebooks about cpp programing
image_processing
basic inplementation of image processing algorithms, such as bilateral filter, BM3D and so on
LoveHeart
RepVGG
RepVGG: Making VGG-style ConvNets Great Again
lgc-git's Repositories
lgc-git/image_processing
basic inplementation of image processing algorithms, such as bilateral filter, BM3D and so on
lgc-git/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
lgc-git/AlphaTree-graphic-deep-neural-network
AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的跨越，其中深度学习相关论文附有tensorflow caffe官方源码，应用部分含推荐算法和知识图谱
lgc-git/Awesome-AIGC-Tutorials
Curated tutorials and resources for Large Language Models, AI Painting, and more.
lgc-git/Awesome-Deblurring
A curated list of resources for Image and Video Deblurring
lgc-git/Awesome-Image-Distortion-Correction
A curated list of resources on handling Rolling Shutter effects and Radial Distortions
lgc-git/awesome-imbalanced-learning
Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切：论文、代码、框架与库
lgc-git/Awesome-Incremental-Learning
Awesome Incremental Learning
lgc-git/LoveHeart
lgc-git/ConvNeXt-V2
Code release for ConvNeXt V2 model
lgc-git/CPlusPlusThings
C++那些事
lgc-git/CUDA-Programming-Guide-in-Chinese
This is a Chinese translation of the CUDA programming guide
lgc-git/DeblurGANv2
[ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang
lgc-git/detectron2
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
lgc-git/External-Attention-pytorch
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
lgc-git/GeneralizedWassersteinDiceLoss
Official implementation of the Generalized Wasserstein Dice Loss in PyTorch
lgc-git/isppipeline_Python
isppipeline_Python
lgc-git/kaggle-solutions
🏅 Collection of Kaggle Solutions and Ideas 🏅
lgc-git/leetcode
LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)
lgc-git/MIRNetv2
[TPAMI 2022] Learning Enriched Features for Fast Image Restoration and Enhancement. Results on Defocus Deblurring, Denoising, Super-resolution, and image enhancement
lgc-git/once-for-all
[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment
lgc-git/PatchDCT
lgc-git/pdf
📚 计算机经典编程书籍、大黑书、编程电子书、电子书、编程书籍，包括计算机基础、C/C++、Java、Python、面试题、架构设计、算法系列等经典电子书。
lgc-git/pytorch-loss
label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful
lgc-git/SegLoss
A collection of loss functions for medical image segmentation
lgc-git/SOD-CNNs-based-code-summary-
The summary of code and paper for salient object detection with deep learning
lgc-git/Surface-Defect-Detection
📈 目前最大的工业缺陷检测数据库及论文集 Constantly summarizing open source dataset and critical papers in the field of surface defect research which are of great importance.
lgc-git/ultralytics
YOLOv8 🚀 in PyTorch > ONNX > CoreML > TFLite
lgc-git/voxelmorph
Unsupervised Learning for Image Registration
lgc-git/yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite