wkrkk

ALIP

[ICCV 2023] ALIP: Adaptive Language-Image Pre-training with Synthetic Caption

vision_transformer

big_vision

Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.

TotalSegmentator

Tool for robust segmentation of >100 important anatomical structures in CT and MR images

SoftPool

[ICCV 2021] Code for approximated exponential maximum pooling

TopoClassification

awesome-image-classification

A curated list of deep learning image classification papers and codes

HiFuse

HiFuse: Hierarchical Multi-Scale Feature Fusion Network for Medical Image Classification

MedMNIST

[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification

nowcoder_project

牛客网项目学习笔记及代码

kamacoder-solutions

卡码网题解全集

UniSeg

MICCAI 2023 Paper (Early Acceptance)

spconv-plus

LargeKernel3D

LargeKernel3D: Scaling up Kernels in 3D Sparse CNNs (CVPR 2023)

SLAug

[AAAI 2023] Official PyTorch implementation of the paper "SLAug: Rethinking Data Augmentation for Single-source Domain Generalization in Medical Image Segmentation"

robust-representation-random-convolutions

Robust and Generalizable Visual Representation Learning via Random Convolutions in PyTorch

SAN-SAW

This is the code related to "Semantic-Aware Domain Generalized Segmentation" (CVPR 2022)

CS-Base

图解计算机网络、操作系统、计算机组成、数据库，共 1000 张图 + 50 万字，破除晦涩难懂的计算机基础知识，让天下没有难懂的八股文！🚀 在线阅读：https://xiaolincoding.com

leetcode-master

《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

LifeLonger

Base Code of "LifeLonger: A Benchmark for Continual Disease Classification, MICCAI, 2022"

PyCIL

PyCIL: A Python Toolbox for Class-Incremental Learning

towards-universal-object-detection

[CVPR 2019] Pytorch implementation for "Towards Universal Object Detection by Domain Attention."

SimAM

The official pytorch implemention of our ICML-2021 paper "SimAM: A Simple, Parameter-Free Attention Module for Convolutional Neural Networks".

CondenseNetV2

[CVPR 2021] CondenseNet V2: Sparse Feature Reactivation for Deep Networks

Uni-Perceiver

M3d-Cam

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

WORD

[MedIA2022]WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image

mammoth

An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learning

SMIT

Self distilled masked transformer based segmentor used in MICCAI 2022 paper by Jiang J, ... Veeraraghavan H et.al