Code for paper: DGR-MIL: Exploring Diverse Global Representation in Multiple Instance Learning for Whole Slide Image Classification [ECCV 2024]

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Computational Pathology Toolbox developed by TIA Centre, University of Warwick.

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

Basic Sources for MIT 6.824 Distributed Systems Class

One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification

Official implementation of paper "Query2Label: A Simple Transformer Way to Multi-Label Classification".

[NeurIPS'22] Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning

Code for paper: DivideMix: Learning with Noisy Labels as Semi-supervised Learning

Histopathology Image Analysis

Weakly-supervised learning pipeline for histopathology images. Publications: Biomarker prediction in colorectal cancer (CRC)

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

PyTorch implementation of Masked Autoencoder

TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification

Code for the im4MEC model described in the paper 'Interpretable deep learning model to predict the molecular classification of endometrial cancer from haematoxylin and eosin-stained whole-slide ima…

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A complete computer science study plan to become a software engineer.

3DUNet implemented with pytorch

The world's simplest facial recognition api for Python and the command line

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deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

Build your neural network easy and fast, 莫烦Python中文教学

AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

Roadmap to becoming an Artificial Intelligence Expert in 2022

MediaPipe(Python版)を用いて手の姿勢推定を行い、検出したキーポイントを用いて、簡易なMLPでハンドサインとフィンガージェスチャーを認識するサンプルプログラムです。（Estimate hand pose using MediaPipe(Python version). This is a sample program that recognizes hand signs and…