Chengfeng Zhou's repositories
windowNormalizaion
WIN: A simple normalization technique using stochastic local statistics to improve the out-of-distribution generalization
3d-game-shaders-for-beginners
🎮 A step-by-step guide on how to implement SSAO, depth of field, lighting, normal mapping, and more for your 3D game.
awesome-latex-cv
Latex CV template built with Font Awesome.
Bag_of_Tricks_CNN
The implementation of paper "Bag of Tricks for Image Classification with Convolutional Neural Networks" by Xie et al.
Bag_of_Tricks_for_Image_Classification_with_Convolutional_Neural_Networks
experiments on Paper <Bag of Tricks for Image Classification with Convolutional Neural Networks> and other useful tricks to improve CNN acc
BEPb
Config files for my GitHub profile.
brain-synthesis-lesion-segmentation
Code for the paper "Medical Image Synthesis for Data Augmentation and Anonymization using Generative Adversarial Networks" and NVIDIA DLI workshop on GAN for Medical Imaging
CV
My CV (LaTeX source code and pdf). Make all. :muscle:
fvcore
Collection of common code that's shared among different research projects in FAIR computer vision team.
ICCV19-GluonCV
Tutorial Materials for ICCV19
MAML-Pytorch
Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)
ML-From-Scratch
Machine Learning From Scratch. Bare bones Python implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from data mining to deep learning.
nlp-beginner
NLP上手教程
PaddleClas
A treasure chest for image classification powered by PaddlePaddle
RepDistiller
[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods
semantic-segmentation-pytorch
Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset
slot-attention
Implementation of Slot Attention from GoogleAI
taming-transformers
Taming Transformers for High-Resolution Image Synthesis
tensor2tensor
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
tinyrenderer
A brief computer graphics / rendering course
yaac-another-awesome-cv
YAAC: Another Awesome CV is a template using Font Awesome and Adobe Source Font.