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aicancer

A Machine Learning Classifier for Lung & Colon Cancer Histograms.

bank_interview

:bank: 银行笔试面试经验分享及资料分享（help you pass the bank interview, and get a amazing bank offer!）

capsulenetwork_cancerclassification

Image classification on lung and colon cancer histopathological images through Capsule Networks or CapsNets.

colon-and-lung-cancer-detection

Python notebook using data from Lung and Colon Cancer Histopathological Images from Kaggle using fastai

deeppath

Classification of Lung cancer slide images using deep-learning

deepslide

Code for the Nature Scientific Reports paper "Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networks." A sliding window framework for classification of high resolution whole-slide images, often microscopy or histopathology images.

do-conv

Depthwise Over-parameterized Convolutional Layer

dynamicrelu

Implementation of Dynamic ReLU on Pytorch

efficientnet-pytorch

A PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!)

emanet

The code for Expectation-Maximization Attention Networks for Semantic Segmentation (ICCV'2019 Oral)

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

fast_wsi_color_norm

Codes for Fast GPU-Enabled Color Normalization of Whole Slide Images in Digital Pathology

involution

[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator

lung_colon_cancer_research

This repo is for storing all the results for cancer related research on lung colon histopathological images

medical-data

mmclassification

OpenMMLab Image Classification Toolbox and Benchmark

open-aff

code and trained models for "Attentional Feature Fusion"

pathology-images-analysis-using-cnn

Scripts for https://www.nature.com/articles/s41598-018-27707-4, using Convolutional Neural Network to detect lung cancer tumor area

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

softpool

[ICCV 2021] Code for approximated exponential maximum pooling

vgg16

A PyTorch implementation of VGG16. This could be considered as a variant of the original VGG16 since BN layers are added after each conv. layer