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Collection of awesome medical dataset resources.
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
计算机基础（计算机网络/操作系统/数据库/Git...）面试问题全面总结，包含详细的follow-up question以及答案；全部采用【问题+追问+答案】的形式，即拿即用，直击互联网大厂面试；可用于模拟面试、面试前复习、短期内快速备战面试...
AIGC-interview/CV-interview/LLMs-interview面试问题与答案集合仓，同时包含工作和科研过程中的新想法、新问题、新资源与新项目
Matplotlib styles for scientific plotting
Hypergraph-Induced Semantic Tuplet Loss for Deep Metric Learning [CVPR'22]
RETFound - A foundation model for retinal image
The official repository of "AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem?"
[MICCAI2024] Rethinking Abdominal Organ Segmentation (RAOS) in the clinical scenario: A robustness evaluation benchmark with challenging cases
(TMI-2024) Source-Free Active Domain Adaptation (SFADA) for GTV Segmentation across Multiple Hospitals
Awesome Active Domain Adaptation for Medical Image Analysis
[NeurIPS 2024] Code release for "Segment Anything without Supervision"
This is an official Pytorch implementation of the paper published in IEEE TMI 2023 Hierarchical Knowledge Guided Learning for Real-world Retinal Disease Recognition.
A Unified Semi-Supervised Learning Codebase (NeurIPS'22)
A comprehensive list of awesome contrastive self-supervised learning papers.
A curated list of awesome self-supervised methods
Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
RET-CLIP: A Retinal Image Foundation Model Pre-trained with Clinical Diagnostic Reports
[MedIA'25] FLAIR: A Foundation LAnguage-Image model of the Retina for fundus image understanding.
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…
Keras/Pytorch neural network size, operations and parameters counter
A library that contains a rich collection of performant PyTorch model metrics, a simple interface to create new metrics, a toolkit to facilitate metric computation in distributed training and tools…
Official repository of Agent Attention (ECCV2024)