superchong1987

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, ... 🧠

awesome-transformers-in-medical-imaging

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

CMMCAN

computervision-recipes

Best Practices, code samples, and documentation for Computer Vision.

CVPR2023-Papers-with-Code

CVPR 2023 论文和开源项目合集

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被60个国家的400所大学用于教学。

DenseDescriptorLearning-Pytorch

Official Repo for the paper "Extremely Dense Point Correspondences using a Learned Feature Descriptor" (CVPR 2020)

Depth-Anything

[CVPR 2024] Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data. Foundation Model for Monocular Depth Estimation

Depth-Anything-V2

Depth Anything V2. A More Capable Foundation Model for Monocular Depth Estimation

DistDepth

Repository for "Toward Practical Monocular Indoor Depth Estimation" (CVPR 2022)

ECCV2022-Papers-with-Code-Demo

收集 ECCV 最新的成果，包括论文、代码和demo视频等，欢迎大家推荐！

ekf-imu-depth

[ECCV 2022] Towards Scale-Aware, Robust, and Generalizable Unsupervised Monocular Depth Estimation by Integrating IMU Motion Dynamics

IID-SfmLearner

[JBHI2024] Image Intrinsic-Based Unsupervised Monocular Depth Estimation in Endoscopy

LightGlue

LightGlue: Local Feature Matching at Light Speed (ICCV 2023)

MaGNet

(CVPR 2022 - oral) Multi-View Depth Estimation by Fusing Single-View Depth Probability with Multi-View Geometry

medical_dataset

医学影像数据集列表 『An Index for Medical Imaging Datasets』

MICCAI2022_paper_with_code

MICCAI 2022 Paper with Code

ml-aspanformer

MPS-Net_release

Official implementation of CVPR2022 paper "Capturing Humans in Motion: Temporal-Attentive 3D Human Pose and Shape Estimation from Monocular Video"

OmniFusion

Open3D

Open3D: A Modern Library for 3D Data Processing

PETR

[ECCV2022] PETR: Position Embedding Transformation for Multi-View 3D Object Detection

pyradiomics

Open-source python package for the extraction of Radiomics features from 2D and 3D images and binary masks. Support: https://discourse.slicer.org/c/community/radiomics

RepVGG

RepVGG: Making VGG-style ConvNets Great Again

SAGE-SLAM

Official repo for the paper "SAGE: SLAM with Appearance and Geometry Prior for Endoscopy" (ICRA 2022)

ssl-transfer

Official code for the CVPR 2021 paper "How Well Do Self-Supervised Models Transfer?"

SuperGluePretrainedNetwork

SuperGlue: Learning Feature Matching with Graph Neural Networks (CVPR 2020, Oral)

tesseract

Tesseract Open Source OCR Engine (main repository)

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

weakly-polyp

[MICCAI'22] 基于对比学习和视觉Transformer的弱监督视频肠息肉检测Contrastive Transformer-based Multiple Instance Learning for Weakly Supervised Polyp Frame Detection.