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annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

atten_deep_mil

Attention-based Deep MIL implementation and application

awesome-backbones

Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project

camelyon

The solution to cameyon16 and camelyon17 challenge and also to your own WSI data project.

cellularheatmaps

Generation of Cellular heatmaps for WSI prediction

clam

Data Efficient & Weakly Supervised Computational Pathology on Whole Slide Images

classification-of-breast-cancer

using different way to classify 4 classes about breast cancer

clinical-grade-computational-pathology-using-weakly-supervised-deep-learning-on-whole-slide-images

首个临床级别的 AI 系统可用源码

coderelease_colornormalization

This is the MATLAB code for stain separation and color normalization in computational pathology (histopathological images)

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

convnext

Code release for ConvNeXt model

crc-ihc-classification

cv

✔️最全面的 深度学习CV 笔记【吴恩达 深度学习】【李沐 动手学深度学习】【我是土堆 Pytorch】

cvpr2020-code

CVPR 2020 论文开源项目合集

daily-paper-computer-vision

记录每天整理的计算机视觉/深度学习/机器学习相关方向的论文

deep-learning-colonoscopy

Review in Deep Learning for Polyp Detection and Classification in Colonoscopy.

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

deeplearning

A deep learning code base, mainly for paper replication, in the areas of image recognition, object detection, image segmentation, self-supervision, etc. Each project can be run independently, and there are corresponding articles to explain.

deepprog

Deep-Learning framework for multi-omic and survival data integration

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.

dive_into_deep_learning

✔️李沐 【动手学深度学习】课程学习笔记：使用pycharm编程，基于pytorch框架实现。

dl-storage

整理自己学习和收集的论文，主要是病理相关的内容

dsmil-wsi

DSMIL: Multiple instance learning networks for tumor detection in Whole Slide Image

eccv2020-code

ECCV 2020 论文开源项目合集，同时欢迎各位大佬提交issue，分享ECCV 2020开源项目

example-code

Example code for the book Fluent Python, 1st Edition (O'Reilly, 2015)

fast_wsi_color_norm

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

free-programming-books

Free Learning Resources In Chinese

fucking-algorithm

手把手撕LeetCode题目，扒各种算法套路的裤子。English version supported! Crack LeetCode, not only how, but also why.

googlenet-inception

TensorFlow implementation of GoogLeNet and Inception for image classification.

gpdbn