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Info Title: Video-to-Video Synthesis Project YouTube(short) YouTube(full) Paper Note Prerequisites Linux or macOS Python 3 NVIDIA GPU + CUDA cuDNN PyTorch 0.4 Getting Started Installation Install python libraries dominate and requests. pip install dominate requests If ...

Info Title: High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs PyTorch Code Project Youtube Paper Note Prerequisites Linux or macOS Python 2 or 3 NVIDIA GPU (11G memory or larger) + CUDA cuDNN Getting Started Installation Install PyTorch and dependencies ...

Info Title: Unsupervised Person Image Generation with Semantic Parsing Transformation Task: Image Generation Author: Sijie Song, Wei Zhang, Jiaying Liu , Tao Mei Arxiv: 1829 Published: CVPR 2019 Highlights We propose to address the unsupervised person image generation problem. Consequently, the problem is decomposed into semantic ...

Info Title: Progressive Pose Attention Transfer for Person Image Generation Task: Image Generation Author: Zhen Zhu , Tengteng Huang , Baoguang Shi, Miao Yu , Bofei Wang , Xiang Bai Arxiv: 1904.03349 Published: CVPR 2019 Highlights We propose a progressive pose attention transfer network to address the challenging task of ...

Info Title: Toward multimodal image-to-image translation PyTorch Code Project Page Paper Video Note Prerequisites Linux or macOS Python 3 CPU or NVIDIA GPU + CUDA CuDNN Getting Started Installation Clone this repo: git clone -b master --single-branch https://github.com/junyanz/Bi...

Source Code on GitHub How to install pip install thop (now continously intergrated on Github actions) OR pip install --upgrade git+https://github.com/Lyken17/pytorch-OpCounter.git How to use Basic usage from torchvision.models import resnet50 from thop import profile model = resnet50() input = torch.randn(1, 3, 224, 224) flop...

BaseOptions Class import argparse import os from util import util import torch import models import data class BaseOptions(): """This class defines options used during both training and test time. It also implements several helper functions such as parsing, printing, and saving the options. It also gathers additional options defi...

Info Title: Image-to-Image Translation with Conditional Adversarial Networks PyTorch Code Project Paper Torch Note Prerequisites Linux or macOS Python 3 CPU or NVIDIA GPU + CUDA CuDNN Getting Started Installation Clone this repo: git clone https://github.com/junyanz/pytorch-Cycl...