Clinical Histopathology Imaging Evaluation Foundation Model

[ICML 2022, Oral] The PyTorch Implementation of Adaptive Inertia Methods. The algorithms are based on our paper: "Adaptive Inertia: Disentangling the Effects of Adaptive Learning Rate and Momentum".

Prov-GigaPath: A whole-slide foundation model for digital pathology from real-world data

List of pathology feature extractors and foundation models

[ICCV 2023] CLIP-Driven Universal Model; Rank first in MSD Competition.

TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients.

Analysis of 3D pathology samples using weakly supervised AI - Cell

A vision-language foundation model for computational pathology - Nature Medicine

USTC计算机学院课程资源

PyTorch Tutorial for Deep Learning Researchers

CellViT: Vision Transformers for Precise Cell Segmentation and Classification

Ressources of histopathology datasets

StarDist PyTorch

Books for machine learning, deep learning, math, NLP, CV, RL, etc. 一些机器学习、深度学习等相关话题的书籍。

最好用的 V2Ray 一键安装脚本 & 管理脚本

A loss function (Weighted Hausdorff Distance) for object localization in PyTorch

一个修改YOLOv5以使用SwinTransformer模块的代码仓库。A repository that modifies YOLOv5 to use various SwinTransformer blocks.

总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力

InMoose is the INtegrated Multi Omic Open Source Environment. It is a collection of tools for the analysis of omic data.

CVPR and NeurIPS poster examples and templates. May we have in-person poster session soon!

Histopathology Slides Preprocessing Pipeline

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

Corresponding code of 'Quiros A.C.+, Coudray N.+, Yeaton A., Yang X., Chiriboga L., Karimkhan A., Narula N., Pass H., Moreira A.L., Le Quesne J.*, Tsirigos A.*, and Yuan K.* Mapping the landscape o…

[SIGIR'2024] "GraphGPT: Graph Instruction Tuning for Large Language Models"

MRI brain extraction tool

Effortless data labeling with AI support from Segment Anything and other awesome models.

Fine-tune SAM (Segment Anything Model) for computer vision tasks such as semantic segmentation, matting, detection ... in specific scenarios

A central hub for gathering and showcasing amazing projects that extend OpenMMLab with SAM and other exciting features.

Skull stripping and brain tissue segmentation

Official implementation of SAM-Med2D