PyTorch Code for pix2pix
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...
Bag of Tricks for Image Classification with Convolutional Neural Networks - He - 2018
Info
Title: Bag of Tricks for Image Classification with Convolutional Neural Networks
Task: Image Classification
Author: Tong He, Zhi Zhang, Hang Zhang, Zhongyue Zhang, Junyuan Xie, Mu Li
Arxiv: 1812.01187
Abstract
Much of the recent progress made in image classification research can be credited to training procedure refinements, su...
Split flac files with .cue on Ubuntu with cuetool and shntool
Question: How to split flac files with .cue on Ubuntu?
The Method
Install cuetools and shntool. From the terminal type:
sudo apt install cuetools shntool flac
To split a flac file back to the original files using a .cue file:
cuebreakpoints '<cue file>' | shnsplit -o flac '<audio flac file>'
You can drag the cue file and the a...
TransGaGa: Geometry-Aware Unsupervised Image-to-Image Translation - Wayne Wu - CVPR 2019
Info
Title: TransGaGa: Geometry-Aware Unsupervised Image-to-Image Translation
Task: Image-to-Image Translation
Author: Wayne Wu, Kaidi Cao, Cheng Li, Chen Qian, Chen Change Loy
Arxiv: 1904.09571
Published: CVPR 2019
Abstract
Unsupervised image-to-image translation aims at learning a mapping between two visual domains. However, lea...
Fix 'Build script returned non-zero exit code 42' Error When Deploy Jekyll Sites on Netlify
The Error
Activating bundler (2.0.2) failed:
Could not find 'bundler' (2.0.2) required by your /opt/build/repo/Gemfile.lock.
Error running command: Build script returned non-zero exit code: 42
Netlify Log:
11:29:15 AM: Activating bundler (2.0.2) failed:
11:29:15 AM: Could not find 'bundler' (2.0.2) required by your /opt/build/repo/Gemfile.loc...
Deep Image Prior - Ulyanov - CVPR 2018
Info
Title: Deep Image Prior
Task: Low-level Vision
Author: Dmitry Ulyanov, Andrea Vedaldi, Victor Lempitsky
Arxiv: 1711.10925
Published: CVPR 2018
Highlights
Contrary to the belief that learning is necessary for building good image priors, a great deal of image statistics are captured by the structure of a convolutional image gen...
Semantics Disentangling for Text-to-Image Generation - Guojun Yin - CVPR 2019
Info
Title: Semantics Disentangling for Text-to-Image Generation
Task: Text-to-Image
Author: Guojun Yin, Bin Liu, Lu Sheng, Nenghai Yu, Xiaogang Wang, Jing Shao
Arxiv: 1904.01480
Published: CVPR 2019
Highlights
Distill Semantic Commons from Text- The proposed SD-GAN distills semantic commons from the linguistic descriptions, based ...
Image Generation from Layout - Zhao - CVPR 2019
Info
Title: Image Generation from Layout
Task: Image Generation
Author: Bo Zhao Lili Meng Weidong Yin Leonid Sigal
Date: Nov. 2018
Arxiv: 1811.11389
Published: CVPR 2019
Abstract
Despite significant recent progress on generative models, controlled generation of images depicting multiple and complex object layouts is still a diff...
130 post articles, 17 pages.