text-to-image | Generative Adversarial Text to Image Synthesis | Machine Learning library

 by   zsdonghao Python Version: 0.2 License: No License

kandi X-RAY | text-to-image Summary

kandi X-RAY | text-to-image Summary

text-to-image is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Tensorflow, Generative adversarial networks applications. text-to-image has no vulnerabilities and it has low support. However text-to-image has 4 bugs and it build file is not available. You can download it from GitHub.

This is a tensorflow implementation of synthesizing images. The images are synthesized using the GAN-CLS Algorithm from the paper Generative Adversarial Text-to-Image Synthesis. This implementation is built on top of the excellent DCGAN in Tensorflow. Image Source : Generative Adversarial Text-to-Image Synthesis Paper.
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            kandi-support Support

              text-to-image has a low active ecosystem.
              It has 512 star(s) with 155 fork(s). There are 27 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 31 open issues and 6 have been closed. On average issues are closed in 7 days. There are 2 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of text-to-image is 0.2

            kandi-Quality Quality

              OutlinedDot
              text-to-image has 4 bugs (2 blocker, 1 critical, 0 major, 1 minor) and 502 code smells.

            kandi-Security Security

              text-to-image has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              text-to-image code analysis shows 0 unresolved vulnerabilities.
              There are 16 security hotspots that need review.

            kandi-License License

              text-to-image does not have a standard license declared.
              Check the repository for any license declaration and review the terms closely.
              OutlinedDot
              Without a license, all rights are reserved, and you cannot use the library in your applications.

            kandi-Reuse Reuse

              text-to-image releases are available to install and integrate.
              text-to-image has no build file. You will be need to create the build yourself to build the component from source.
              Installation instructions are not available. Examples and code snippets are available.
              text-to-image saves you 2453 person hours of effort in developing the same functionality from scratch.
              It has 5341 lines of code, 280 functions and 19 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed text-to-image and discovered the below as its top functions. This is intended to give you an instant insight into text-to-image implemented functionality, and help decide if they suit your requirements.
            • Fit a Tensorflow model
            • Generate minibatches
            • Convert a dict to one
            • Loads a cifar10 dataset
            • Download and extract a file
            • Check if path exists
            • Resnet encoder
            • 2D convolutional layer
            • Generate a generator
            • Generate a tf image
            • Loads an imdb dataset
            • Define z_encoder
            • Loads a Penn Treebank dataset
            • Threading data
            • Discriminator with discriminator
            • Simple encoder
            • Load WMT enfr train corpus
            • Load MNIST dataset
            • Test the network
            • A discriminator layer
            • Train the model
            • Plot feature images
            • Create a vocabulary
            • Convenience function for a generator
            • Convolution layer
            • Preproble image
            Get all kandi verified functions for this library.

            text-to-image Key Features

            No Key Features are available at this moment for text-to-image.

            text-to-image Examples and Code Snippets

            No Code Snippets are available at this moment for text-to-image.

            Community Discussions

            QUESTION

            Text to Image generation using torch model/path file
            Asked 2021-Jun-06 at 06:40

            I trained a text to image generation model based on https://github.com/aelnouby/Text-to-Image-Synthesis. Now I have 2 path files (one for generator , another for discriminator) . How to generate images using this path files?

            ...

            ANSWER

            Answered 2021-Jun-06 at 06:40

            You need to pass your generator path file here. self.generator.load_state_dict(torch.load(pre_trained_gen)) Refer line 28 of trainer.py

            Source https://stackoverflow.com/questions/67772795

            QUESTION

            canvas: modify resolution
            Asked 2020-Aug-06 at 10:10

            I have made a function that can convert text to image according to this link:

            Convert Text to Image using javascript

            ...

            ANSWER

            Answered 2020-Aug-06 at 10:10

            Use context.font = ... before you use context.fillText(...) to change the way text is rendered (as suggested by Darth)

            canvas fillText() method

            (I changed your canvas height to 200 to fit the text and changed the position it is drawn to 0, 100)

            Source https://stackoverflow.com/questions/63280725

            QUESTION

            Display user's initials on top of an SVG in ReactJS
            Asked 2019-Dec-03 at 19:01

            I need the user's initials to appear on the avatars (the one in the menu is an SVG), just a grey circle with those initials. I have the function but now I have no idea how to call it in the JSX of the Dropdown menu (which is a SemanticUI library). Any cues?

            ...

            ANSWER

            Answered 2019-Dec-03 at 18:45

            You probably need to add custom HTML + CSS, and re-use some of the classes from Semantic-UI.

            Try something like this:

            Source https://stackoverflow.com/questions/59163088

            QUESTION

            I am getting the following import error, although I have numpy installed
            Asked 2019-Mar-25 at 13:53

            When I tried to run dataloader.py I got the following import error. I tried the code line by line and I found this error came while importing tensorlayer as t1.

            ...

            ANSWER

            Answered 2019-Mar-25 at 13:53

            QUESTION

            VBA in Word: CopyAsPicture method ignores text size as well as some font faces
            Asked 2019-Mar-06 at 17:15

            The CopyAsPicture method in VBA in Word (I am using Word 2010 and 2016) is to transform a given piece of text (some string selected in the document) into a picture.

            Microsoft provides this sample script in its tutorials:

            ...

            ANSWER

            Answered 2019-Mar-06 at 12:31
            .PasteSpecial DataType:=wdPasteMetafilePicture
            

            Source https://stackoverflow.com/questions/55009988

            QUESTION

            How to write a text + emojis on an background image with node js
            Asked 2018-Sep-19 at 18:36

            This is a very unspecific question, but I couldn't find any reasonable help in the internet to complete this project on my on, so I thought here may be somebody who could help me.

            I would like to print text (with emojis in it) on a background image with nodejs.

            So I'm able to convert text to an image with text-to-image or text2png. I'm also able to convert an emoji to image data. But I haven't found a way to print text on an existing (background) image AND even add the emoji image at the right position in between the text.

            If you have a solution in an other language for example python, that would be okay too. Then I would only need to get the text from nodes to python, which should not be too complicated.

            ...

            ANSWER

            Answered 2018-Sep-19 at 18:36

            interesting that no one has answered this - I am trying to find a solution for the exact same need (minus the emoji :))

            If you can to text to image - then I just found an article that shows how to composite two images using jimp - this seems like it would meet you needs - providing text-to-image will save with transparent background.

            I am going to try both these steps - and I'll get back to you.

            FOLLOW UP: There is "add-text-to-image" - it's lightweight - although it's poorly documented, I had to look at the source to get the parameters available.

            JIMP - lets you add text 'out of the box' - and composite images, so you could do you text and ad you emoji.

            Hope that helps

            Source https://stackoverflow.com/questions/46414842

            QUESTION

            Convert character(s) to tuple and back
            Asked 2018-Jul-14 at 02:02

            I am trying to change the output of this encoder:
            https://github.com/akapila011/Text-to-Image/blob/master/text_to_image/encode.py
            from grayscale to a tri-color scheme such as the one shown here: Tricolor
            The main lines of code I need to change from the encoder are:

            ...

            ANSWER

            Answered 2018-Jul-14 at 02:02

            It looks like the PIL is the library that they are using. To answer your question, it really depends on how you want to encode your rgb values as chars. One way to do it would be to let one char represent the brightness of one of the colors - so it would take three chars to represent a pixel. The other point be sure of is that your chars will only represent values between 0 and 63 instead of the usual 0 to 255. Therefore you will want to multiply each value by 4 so that the image is not extremely dark.

            Here's how I would rewrite the encode function:

            Source https://stackoverflow.com/questions/51334345

            QUESTION

            Grayscale to tri-color conversion
            Asked 2018-Jul-13 at 04:58

            I would like to change the output PNG of this script to tri-color (red, blue, yellow)

            Instead of its current grayscale format.

            I figure I need to change lines 34-45, but im not sure how to go about it.

            ...

            ANSWER

            Answered 2018-Jul-13 at 04:58

            According to the PIL documentation for Image.putpixel():

            im.putpixel(xy, colour)

            Modifies the pixel at the given position. The colour is given as a single numerical value for single-band images, and a tuple for multi-band images.

            So, to insert a coloured pixel using RGB format:

            Source https://stackoverflow.com/questions/51317163

            QUESTION

            Flask: 127.0.0.1 - - "GET /home/n/templates/tree.jpg HTTP/1.1" 404 -
            Asked 2018-Apr-21 at 02:16

            Flask newbie here, trying to show an image through Flask.

            ==============================================

            ~/server.py

            ==============================================

            ...

            ANSWER

            Answered 2018-Apr-20 at 23:48

            Follow these steps,

            1. Move tree.jpg to static folder
            2. As per your project structure, static path for image should be ~/static/tree.jpg
            3. Then use,

            Source https://stackoverflow.com/questions/49950917

            QUESTION

            PyQt5 save Textedit to image
            Asked 2018-Jan-04 at 22:33

            I would like to save Qtexedit's text to a image preferable a PNG.

            i read in thread Rich text to image in Qt by Dmitry Sazonov

            it can maybe be done using QTextEdit::document QTextDocument::drawContents

            However i do not find any examples out there.

            ...

            ANSWER

            Answered 2018-Jan-04 at 22:33

            The first thing you must do is create a QPixmap with an appropriate size, fill it with some background color, then create a QPainter, this will be responsible for drawing on the QPixmap, we use drawContents() to draw, we finish the painting with end(), at the end we save it with the save() function of QPixmap.

            Example:

            Source https://stackoverflow.com/questions/48097207

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

            Vulnerabilities

            No vulnerabilities reported

            Install text-to-image

            You can download it from GitHub.
            You can use text-to-image like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

            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 .
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            gh repo clone zsdonghao/text-to-image

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            git@github.com:zsdonghao/text-to-image.git

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