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annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

c2fvit

This is the official Pytorch implementation of "Affine Medical Image Registration with Coarse-to-Fine Vision Transformer" (CVPR 2022), written by Tony C. W. Mok and Albert C. S. Chung.

cbct_dif-net

MICCAI 2023: Learning Deep Intensity Field for Extremely Sparse-View CBCT Reconstruction

cyclemorph

danet

Dual Attention Network for Scene Segmentation (CVPR2019)

deepatlas

Joint Semi-supervised Learning of Image Registration and Segmentation

dfmir

official implementation of paper "Unsupervised Multi-Modal Medical Image Registration via Discriminator-Free Image-to-Image Translation"

dynmri

e2eaffine

easy_slam_tutorial

首个中文的简单从零开始实现视觉SLAM理论与实践教程，使用Python实现。包括：ORB特征点提取，对极几何，视觉里程计后端优化，实时三维重建地图。A easy SLAM practical tutorial (Python).图像处理、otsu二值化。更多其他教程我的CSDN博客

ge_reinforcement_learning_image_registration

gpt_academic

为ChatGPT/GLM提供实用化交互界面，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm2等本地模型。兼容文心一言, moss, llama2, rwkv, claude2, 通义千问, 书生, 讯飞星火等。

hello-algo

《Hello 算法》：动画图解、一键运行的数据结构与算法教程，支持 Java, C++, Python, Go, JS, TS, C#, Swift, Rust, Dart, Zig 等语言。

improved-gan

Code for the paper "Improved Techniques for Training GANs"

lapirn

Large Deformation Diffeomorphic Image Registration with Laplacian Pyramid Networks

midir

[MIDL 2021] Learning Diffeomorphic and Modality-invariant Registration using B-splines

networks_for_affine_medical_image_registration

Affine medical image registration using deep learning

non-rigid-registration

pasta

PASTA: Learning Parameter-specific Affine Transformation for Medical Images Registration

physics-arx-cbct

Physics-based data augmentation library for quantifying CT and CBCT images in radiotherapy [PMB'23, PMB'21, Medical Physics'21, AAPM'21]

r2net

Implementation for Residual Registration Network (R2Net)

registration

Image Registration

registration-nice-net

[MICCAI2022] NICE-Net: a Non-Iterative Coarse-to-finE registration Network for deformable image registration.

rigidflow

RigidFlow: Self-Supervised Scene Flow Learning on Point Clouds by Local Rigidity Prior (CVPR2022)

scr-registration

Code Repository for the paper accepted at MICCAI 2023 "X-Ray to CT Rigid Registration Using Scene Coordinate Regression"

slam-python

用python学习rgbd-slam系列

symtrans

SymTrans: A symmetric Transformer-based model for image registration.

tensorflow

An Open Source Machine Learning Framework for Everyone

transmatch_tmi

This repository implements the TransMatch model for unsupervised deformable image registration, as published in the IEEE TMI journal.