ETNet | Error Transition Network for Arbitrary Style Transfer | Machine Learning library

by zhijieW94 Python Version: Current License: No License

X-Ray Key Features Code Snippets Community Discussions(6)Vulnerabilities Install Support

kandi X-RAY | ETNet Summary

ETNet is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Tensorflow applications. ETNet has no bugs, it has no vulnerabilities and it has low support. However ETNet build file is not available. You can download it from GitHub.

This repository contains an official implementation for ETNet: Error Transition Network for Arbitrary Style Transfer. To improve the stylization results, we introduce an iterative error-correction mechanism to break the stylization process into multiple refinements with the Laplacian pyramid strategy. Given an insufficiently stylized image in a refinement, we compute what is wrong with the current estimate and then transit the error information to the whole image. The simplicity and motivation lie in the following aspect: the detected errors evaluate the residuals to the ground truth, which thus can guide the refinement effectively. Based on this motivation, ETNet can achieve stylization by presenting more adaptive style patterns and preserving high-level content structure better. If you have any questions, please feel free to contact Zhijie Wu (wzj.micker@gmail.com).

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Quality

Security

License

Reuse

Support

ETNet has a low active ecosystem.

It has 73 star(s) with 5 fork(s). There are 6 watchers for this library.

It had no major release in the last 6 months.

There are 2 open issues and 1 have been closed. On average issues are closed in 1 days. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of ETNet is current.

Quality

ETNet has no bugs reported.

Security

ETNet has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

License

ETNet does not have a standard license declared.

Check the repository for any license declaration and review the terms closely.

Without a license, all rights are reserved, and you cannot use the library in your applications.

Reuse

ETNet releases are not available. You will need to build from source code and install.

ETNet has no build file. You will be need to create the build yourself to build the component from source.

Installation instructions, examples and code snippets are available.

Top functions reviewed by kandi - BETA

kandi has reviewed ETNet and discovered the below as its top functions. This is intended to give you an instant insight into ETNet implemented functionality, and help decide if they suit your requirements.

Build the model
Builds the VGG model
Load a VGG module from Tensor
Transformer decoder
Predict the prediction
Merge multiple images together
Predict a single image
Load image data
Train CUDA model
Train the model
Create directory structure
Resblock HDC block height
Test if mkdir output exists

Get all kandi verified functions for this library.

ETNet Key Features

No Key Features are available at this moment for ETNet.

ETNet Examples and Code Snippets

No Code Snippets are available at this moment for ETNet.

Community Discussions

Trending Discussions on ETNet

Extract the text in element by using BeautifulSoup

Using pd.to_numeric to convert number "０１８９８" in Chinese code to 1898 not working

Encounter an issue when to send post request with cookie----urllib.error.HTTPError: HTTP Error 503: Service Unavailable

Cannot get data using requests.get

Python - scrape dynamic website to csv in neat table(s) format

R web scraping by class

QUESTION

Extract the text in element by using BeautifulSoup

Asked 2021-Jan-09 at 12:49

I am able to fetch the text in td element by BeautifulSoup. However, this includes characters that I don't want. I just want the numbers, how can I remove the characters?

The code looks like this:

...

ANSWER

Answered 2021-Jan-08 at 16:23

In order to account for the three variables bid, ratio and ask, a neat approach is to simply use re.sub() with this substitution:

Source https://stackoverflow.com/questions/65631951

QUESTION

Using pd.to_numeric to convert number "０１８９８" in Chinese code to 1898 not working

Asked 2020-Apr-09 at 12:32

I tried to get the stock codes from a Chinese news extracted from the web site 'http://www.etnet.com.hk/www/tc/news/categorized_news_list.php?page=1&category=result'. However, the following code does not work. Numbers like ０１８９８ are in Chinese code format and cannot convert to 1898 using pd.to_numeric.

My code:

...

ANSWER

Answered 2020-Jan-21 at 16:04

Python's int can handle non-ASCII Unicode digits, so this works:

Source https://stackoverflow.com/questions/59811054

QUESTION

Encounter an issue when to send post request with cookie----urllib.error.HTTPError: HTTP Error 503: Service Unavailable

Asked 2020-Mar-27 at 04:33

Check if the host allow to scrawl.

...

ANSWER

Answered 2020-Mar-23 at 10:41

As explained in this answer , using python's requests module is more effective with http requests.

You can obtain your final output by following the below procedure.

Source https://stackoverflow.com/questions/60786440

QUESTION

Cannot get data using requests.get

Asked 2018-Nov-19 at 10:16

I want to get the name of a stock from a web page.

I sent the query using requsts

...

ANSWER

Answered 2018-Nov-19 at 07:59

This should work

Source https://stackoverflow.com/questions/53370320

QUESTION

Python - scrape dynamic website to csv in neat table(s) format

Asked 2018-Feb-07 at 15:38

I am able to scrape static website to csv via the following code:

...

ANSWER

Answered 2018-Feb-07 at 14:49

You could use selenium's webdriver, which can handle websites like a regular web browser. In your example, the easiest way to apply selenium without changing your code would be the following:

Source https://stackoverflow.com/questions/48665860

QUESTION

R web scraping by class

Asked 2018-Jan-25 at 14:29

I have a finance assignment for collecting the beta value for calculation, I am new in R, I would like to web scraping the beta value by package rvest or httr. However, output is character(0).

...

ANSWER

Answered 2018-Jan-25 at 14:29

They check referer before displaying the page, so you have to add some headers:

Source https://stackoverflow.com/questions/48438932

Community Discussions, Code Snippets contain sources that include Stack Exchange Network

Vulnerabilities

No vulnerabilities reported

Install ETNet

The training of our style transfer network requires pretrained VGG networks. Both the trained model of ETNet and pre-trained VGG model can be downloaded through the Google Drive. Note that the pre-trained VGG model is used as the encoding layers of our model. Please place all the downloaded models to appropriate directories as shown below.
Places365 dataset is applied for the content image dataset.
WikiArt dataset is used as the style image dataset.

Support

For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .

Find more information at: