mikelu-shanghai Goto Github PK

advanced-deep-learning-with-keras

Advanced Deep Learning with Keras, published by Packt

awesome-gan-resources

🤖A list of resources to help anyone getting started with GANs 🤖

awesome-public-datasets

A topic-centric list of HQ open datasets.

captk

Cancer Imaging Phenomics Toolkit (CaPTk) is a software platform to perform image analysis and predictive modeling tasks. Documentation: https://cbica.github.io/CaPTk/

cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论（STAT 157）”教材。

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

edges

Structured Edge Detection Toolbox

esl-cn

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

gans-in-action

Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks

generic-object-detection

Summary Notes of Milestone Model/Architeture and Performance Benchmark in Object Detection

keras-applications

Reference implementations of popular deep learning models.

keras-brats-improved-unet3d

3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation

keras-gan

Keras implementations of Generative Adversarial Networks.

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

mcr2

mikelu-shanghai.github.io

个人主页/Personal Website

mri-braintumor-segmentation

MRI Brain Tumor Segmentation - BraTS Challenge 2020

multimodal

TorchMultimodal is a PyTorch library for training state-of-the-art multimodal multi-task models at scale.

nndl.github.io

《神经网络与深度学习》 Neural Network and Deep Learning

open_brats2020

Top 10 brats 2020 Solution

opencv-machine-learning

Machine Learning for OpenCV: A practical introduction to the world of machine learning using OpenCV and Python

pytorch_fast-er_rcnn

Pytorch Fast R-CNN and Faster R-CNN Implementation. Pytorch 1.1+, Torchvision 0.3+. No installation required.

redunet

redunet_demo

semisupervisedpytorchgan

A semi supervised GAN for image classification implemented in Pytorch

the-gan-zoo

A list of all named GANs!

typical-cnn-model-evolution

Evolution of Typical Convolutional Neural Network Models Since LeNet.