tkhkaeio

CyCADA

A PyTorch implementation of CyCADA

AlphaZero

I researched and explained AlphaGo/AlphaGo Zero papers, which had beaten the world the game of Go champion in 2016, 2017. Especially, I applied Alpha Zero algorithm to Othello to catch the whole idea.

pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

ADVENT-1

Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation

denseflow

Extracting optical flow and frames

EM

epic-kitchens-100-annotations

:plate_with_cutlery: Annotations for the public release of the EPIC-KITCHENS-100 dataset

GDL_code

The official code repository for examples in the O'Reilly book 'Generative Deep Learning'

KDE

mmpose

OpenMMLab Pose Estimation Toolbox and Benchmark.

obman

[cvpr19] Hands+Objects synthetic dataset, instructions to download and code to load the dataset

openai_gym_tutorial

opencv

Open Source Computer Vision Library

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

RL_Zoo

semantic-segmentation-pytorch

Pytorch implementation of FCN, UNet, PSPNet, and various encoder models.

SimCLR

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

taskcv-2017-public

tkhkaeio.github.io

vision

Datasets, Transforms and Models specific to Computer Vision