William-Zhan

Disout

Code for AAAI 2020 paper, Beyond Dropout: Feature Map Distortion to Regularize Deep Neural Networks (Disout).

SReC

PyTorch Implementation of "Lossless Image Compression through Super-Resolution"

pycls

Codebase for Image Classification Research, written in PyTorch.

BBN

The official PyTorch implementation of paper BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition

COVID-Net

COVID-Net Open Source Initiative

awesomeCV

记录state-of-art计算机视觉相关论文。

PyTorch-GNNs

The implement of GNN based on Pytorch

draw_convnet

pytorch-MNIST-CelebA-cGAN-cDCGAN

Pytorch implementation of conditional Generative Adversarial Networks (cGAN) and conditional Deep Convolutional Generative Adversarial Networks (cDCGAN) for MNIST dataset

GuidedFilter

Python Implementation of Guided Filter

DeepGuidedFilter

Official Implementation of Fast End-to-End Trainable Guided Filter, CVPR 2018

pytorch-generative-model-collections

Collection of generative models in Pytorch version.

improved_wgan_training

Code for reproducing experiments in "Improved Training of Wasserstein GANs"

cutmix

a Ready-to-use PyTorch Extension of Unofficial CutMix Implementations with more improved performance.

ailearning

AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

CutMix-PyTorch

Official Pytorch implementation of CutMix regularizer

imgaug

Image augmentation for machine learning experiments.

pytorch-beginner

pytorch tutorial for beginners

ganhacks

starter from "How to Train a GAN?" at NIPS2016

pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

aiLearnNotes

Artificial Intelligence Learning Notes.

pytorchviz

A small package to create visualizations of PyTorch execution graphs

torchscope

Model Scope in PyTorch (include Params, FLOPs, Madds).

convolution-visualizer

Convolution visualizations

PyTorch-Course

JULYEDU PyTorch Course

MobileNet-V2-Pytorch

Model shared. Top1:71.806/Top5:90.410

pytorch-mobilenet-v2

A PyTorch implementation of MobileNet V2 architecture and pretrained model.

cama_summer_school_2017

杭电 MIL 机器学习暑期研讨班

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

pytorch-gradcam-resnet50

CAM图的resnet50版本