oguriq

oguriq's Stars

• ibrahimethemhamamci/CT-CHAT

  Developing Generalist Foundation Models from a Multimodal Dataset for 3D Computed Tomography

  Language:Python10

• Luffy03/Large-Scale-Medical

  [CVPR 2024 Extension] 160K volumes (42M slices) datasets, new segmentation datasets, 31M-1.2B pre-trained models, various pre-training recipes, 50+ downstream tasks implementation

  Language:Python695

• zergtant/pytorch-handbook

  pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

  Language:Jupyter Notebook20.3k5.4k

• NVlabs/RADIO

  Official repository for "AM-RADIO: Reduce All Domains Into One"

  Language:Python76031

• roboflow/notebooks

  Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.

  Language:Jupyter Notebook5.5k869

• MrGiovanni/SuPreM

  [ICLR 2024 Oral] Supervised Pre-Trained 3D Models for Medical Image Analysis (9,262 CT volumes + 25 annotated classes)

  Language:Python2387

• YtongXie/UniMiSS-code

  [ECCV2022&TPAMI] Official pytorch implementation of UniMiSS & UniMiSS+

  Language:Python576

• prov-gigapath/prov-gigapath

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

  Language:Python40653

• MITK/MITK

  The Medical Imaging Interaction Toolkit.

  Language:C++699331

• AIM-Harvard/foundation-cancer-image-biomarker

  Code and evaluation repository for the paper

  Language:Jupyter Notebook7910

• facebookresearch/dinov2

  PyTorch code and models for the DINOv2 self-supervised learning method.

  Language:Jupyter Notebook9.1k805

• facebookresearch/segment-anything

  The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

  Language:Jupyter Notebook47.3k5.6k

• BUPT-GAMMA/GFMPapers

  Must-read papers on graph foundation models (GFMs)

  26423

• mahmoodlab/MAPS

  Machine learning for Analysis of Proteomics in Spatial biology - Nature Communications

  Language:Jupyter Notebook469

• huggingface/transformers

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

  Language:Python134k26.8k

• mlfoundations/open_clip

  An open source implementation of CLIP.

  Language:Python10.2k976

• mahmoodlab/MI-Zero

  Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023

  Language:Python914

• mahmoodlab/CONCH

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

  Language:Python26420

• mahmoodlab/UNI

  Towards a general-purpose foundation model for computational pathology - Nature Medicine

  Language:Jupyter Notebook33344

• pytorch/vision

  Datasets, Transforms and Models specific to Computer Vision

  Language:Python16.2k6.9k

• openai/CLIP

  CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

  Language:Jupyter Notebook25.6k3.3k

• mli/paper-reading

  深度学习经典、新论文逐段精读

  26.9k2.4k

• microsoft/LLaVA-Med

  Large Language-and-Vision Assistant for Biomedicine, built towards multimodal GPT-4 level capabilities.

  Language:Python1.5k193

• datawhalechina/torch-rechub

  A Lighting Pytorch Framework for Recommendation Models, Easy-to-use and Easy-to-extend.

  Language:Python40974

• wangshusen/RecommenderSystem

  2.4k358

• Kobaayyy/Awesome-CVPR2024-CVPR2021-CVPR2020-Low-Level-Vision

  A Collection of Papers and Codes for CVPR2024/CVPR2021/CVPR2020 Low Level Vision

  986115

• facebookresearch/swav

  PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882

  Language:Python2k280

• gokceneraslan/awesome-deepbio

  A curated list of awesome deep learning applications in the field of computational biology

  1.9k314

• facebookresearch/deepcluster

  Deep Clustering for Unsupervised Learning of Visual Features

  Language:Python1.7k324

• L1aoXingyu/pytorch-beginner

  pytorch tutorial for beginners

  Language:Python3k1.1k