Mike LU's repositories
mikelu-shanghai.github.io
个人主页/Personal Website
Generic-Object-Detection
Summary Notes of Milestone Model/Architeture and Performance Benchmark in Object Detection
Typical-CNN-Model-Evolution
Evolution of Typical Convolutional Neural Network Models Since LeNet.
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。
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
ivy
The Unified Machine Learning Framework
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.
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.
SemiSupervisedPytorchGAN
A semi supervised GAN for image classification implemented in Pytorch
the-gan-zoo
A list of all named GANs!