lgc-git Goto Github PK

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-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

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

awesome-incremental-learning

Awesome Incremental Learning

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

ciede2000

Python implementation of the CIEDE2000 color difference algorithm

colorly

Sass, LESS, and Stylus implementations of a massive library of color books from PANTONE, ANPA, HKS, Focoltone, DIC, TOYO, and TRUMATCH. Contains 21,652 colors!

convnext-v2

Code release for ConvNeXt V2 model

cplusplusthings

C++那些事

cuda-programming-guide-in-chinese

This is a Chinese translation of the CUDA programming guide

cvpr_2021_papers

CVPR2021最新论文汇总，主要包括：Transformer, NAS，模型压缩，模型评估，图像分类，检测，分割，跟踪，GAN，超分辨率，图像恢复，去雨，去雾，去模糊，去噪，重建等等

deblurganv2

[ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang

deep-text-recognition-benchmark

Text recognition (optical character recognition) with deep learning methods.

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

ebook-cpp

ebooks about cpp programing

efficientnet-pytorch

A PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!)

efficientps

PyTorch code for training EfficientPS for Panoptic Segmentation

evaluatesegmentation

A program to evaluate the quality of image segmentations.

external-attention-pytorch

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

generalizedwassersteindiceloss

Official implementation of the Generalized Wasserstein Dice Loss in PyTorch

hrnet-semantic-segmentation

The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919

image_processing

basic inplementation of image processing algorithms, such as bilateral filter, BM3D and so on

imagestitch

OpenCV图像拼接实现源码重构

inverseform

kaggle-solutions

🏅 Collection of Kaggle Solutions and Ideas 🏅

learning-statistical-texture-for-semantic-segmentation

Pytorch code for CVPR2021 paper "Learning Statistical Texture for Semantic Segmentation"

loveheart