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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

annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

awesome-python-toolbox

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

awesome-transformers-in-medical-imaging

A collection of resources on applications of Transformers in Medical Imaging.

cv-surveys

计算机视觉相关综述。包括目标检测、跟踪........

cvpr-2021-papers

cvpr2022-paper-code-interpretation

cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理

cvpr2023-papers-with-code

CVPR 2023 论文和开源项目合集

data-science-blogs

A curated list of data science blogs

githubdaily

坚持分享 GitHub 上高质量、有趣实用的开源技术教程、开发者工具、编程网站、技术资讯。A list cool, interesting projects of GitHub.

heu_kms_activator

imgaug

Image augmentation for machine learning experiments.

imgclsmob

Sandbox for training deep learning networks

learnopencv

Learn OpenCV : C++ and Python Examples

medicalnet

Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and relative code.

mediseg

nnunet

opencv-python-tutorial

paper-picture-writing-code

Paper Picture Writing Code

paper-reading

深度学习经典、新论文逐段精读

pytorch-image-models

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

pytorch-loss

label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful

pytorch-medical-segmentation

This repository is an unoffical PyTorch implementation of Medical segmentation in 2D and 3D.

pytorch-nested-unet

PyTorch implementation of UNet++ (Nested U-Net).

pytorch-networks

Pytorch implementation of cnn network

pytorch-unet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

qix

Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang

rdsau-net

segformer

Official PyTorch implementation of SegFormer