Lanson Zhou's repositories
CS-Notes
我的自学笔记，终身更新，当前专注System基础、MLSys。
stargan-v2
StarGAN v2 - Official PyTorch Implementation (CVPR 2020)
DeepFaceLab
DeepFaceLab is the leading software for creating deepfakes.
einops
Deep learning operations reinvented (for pytorch, tensorflow, chainer, gluon and others)
handcalcs
Python library for converting Python calculations into rendered latex.
DeepEMD
Code for paper "DeepEMD: Few-Shot Image Classification with Differentiable Earth Mover's Distance and Structured Classifiers", CVPR2020
texture-vs-shape
Pre-trained models, data, code & materials from the paper "ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness" (ICLR 2019 Oral)
Medical-3D-Voxel-Classification
This is a classification of lung nodules using pytorch, it is the final project of SJTU-EE228.
imgaug
Image augmentation for machine learning experiments.
Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
UNet-family
Paper and implementation of UNet-related model.
100-Days-Of-ML-Code-1
100 Days of ML Coding
awesome-papers-fewshot
Collection for Few-shot Learning
deep_learning_object_detection
A paper list of object detection using deep learning.
MedicalNet
Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and relative code.
DHN_PyTorch
Source code for paper "Deep Hashing Network for Efficient Similarity Retrieval" on AAAI-2016
algo
数据结构和算法必知必会的50个代码实现
pytorch-classification
Classification with PyTorch.
awesome-object-detection
Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html
LeetCode-ContestSolution
Solutions for LeetCode Weekly Contests
cvpr2019
cvpr2019／cvpr2018/cvpr2019 papers，极市团队整理
DeepHash-pytorch
Implementation of Some Deep Hash Algorithms, Including DPSH、DSH、DHN、HashNet.
Face_Pytorch
face recognition algorithms in pytorch framework, including arcface, cosface, sphereface and so on
Meta-SR-Pytorch
Meta-SR: A Magnification-Arbitrary Network for Super-Resolution (CVPR2019)
awesome-image-classification
A curated list of deep learning image classification papers and codes
Awesome-Interview
Collection of awesome interview references.
Python-100-Days
Python - 100天从新手到大师
numpy-100
100 numpy exercises (100% complete)
100-Days-Of-ML-Code
100-Days-Of-ML-Code中文版