Image To Text Github

It provides a core set of platform agnostic native components like View, Text, and Image that map directly to the platform's native UI building blocks. lowerRight('MyPhoto', '28px serif', '#fff', 0. Tom Chen has built this extension to add mention support for @username or #tags that came from Medium 2. A low resolution image is gener-ated using our Stage-I GAN (Figure1(a)). This is a profile that tells Quiet. images: produce your plot in png or emf files and add them into the document, as a whole paragraph or inside a paragraph. Formatting your README. Net via IKVM View on GitHub Download. The final features, at least as implemented in blogdown version 0. Returns text transcription in real time for short-form or long-form audio Cloud Speech-to-Text can stream text results, immediately returning text as it's recognized from streaming audio or as the user is speaking. Optional custom function for formatting navigation text. The Vision API can detect and extract text from images. css effects make use of a single element (with the help of some pseudo-elements where necessary), are self contained so you can easily copy and paste them, and come in CSS, Sass, and LESS flavours. I hosted some projects there. Get started. The text can be hidden by making it nearly invisible (turning down it's opacity to below 5%) or using certain colors and filters on it. It also allows users to customize the mention panel for their favor. intro: “propose an architecture consisting of a character sequence CNN and an N-gram encoding CNN which act on an input image in parallel and whose outputs are utilized along with a CRF model to recognize the text content present within the image. If possible, use text which matches the label you'd use if you were using a standard submit button. GIF images are generated in the background using web workers. An app to convert images to PDF file! Images-to-PDF An app to convert images to PDF file! View project on GitHub. The GitHub Guide for Mastering Markdown has some helpful hints that can get you started with this. Images of Text to Text: Call Tesseract from Python and OCR a directory of pdfs - soodoku/image-to-text. Submit results from this paper to get state-of-the-art GitHub badges and help community compare results to other papers. Material icons are also available as regular images, both in PNG and SVG formats. slick is a responsive carousel jQuery plugin that supports multiple breakpoints, CSS3 transitions, touch events/swiping & much more!. css Kitchen Sink. Speech to Text. The text, if formatted into a JSON document to be sent to Azure Search, then becomes full text searchable from your application. Useful if you want to rename the final figure. image(watermark. GitHub's tracker is called Issues, and has its own section in every repository. Provides a decent Markdown color scheme (light and dark) with more robust syntax highlighting and useful Markdown editing features for Sublime Text. This all applies for image references in _config. The Vision API can detect and extract text from images: DOCUMENT_TEXT_DETECTION extracts text from an image (or file); the response is optimized for dense text and documents. At its core, Lighthouse is an idea we have been discussing in Connected Devices: can we build a device that will help people with partial or total vision disabilities? From there, we started a number of experiments. Bollywood Movie Corpus for Text, Images and Videos arXiv_CV arXiv_CV Face Caption. Scene text detection is a challenging task to find only text specific regions in a given image. In the following example, the nested title and body text will inherit the fontFamily from styles. Please enable it to continue. You'll love the slick user interface, extraordinary features and amazing performance. Generating image caption demo Input image (can drag-drop image file): Generate caption. You can read the “menu order” at this link. OCR Online is a radical technology when it comes to Image to Text converter that allows you to scrutinize a photo and recognize the text on the photo which may be written, typed or printed. Depending on the character string, the storage size may be less than 2,147,483,647 bytes. js how to operate. This module first makes bounding box for text in images and then normalizes it to 300 dpi, suitable for OCR engine to read. Illustrates the setup of a scene, camera, renderer, event handlers (for window resize and fullscreen, provided by the THREEx library), mouse controls to rotate/zoom/pan the scene, mini-display for FPS stats, and setting up basic geometries: a sphere with lighting effects, a multi-colored cube, a plane with an image texture applied, and skybox. Contrast is the difference in luminance or color that makes an object (or its representation in an image or display) distinguishable. this script uses the delaunay triangulation algorithm. Converting text to image (png) C#. For example, let's take a look at Bootstrap's Issues section: GitHub's issue tracking is special because of our focus on collaboration, references, and excellent text formatting. Here’s my step-by-step guide. A low resolution image is gener-ated using our Stage-I GAN (Figure1(a)). image: string: None-The file path, tkinter. Mapping a field to text channel of text mark sets the mark’s text value. text to photo-realistic image synthesis into two more man-ageable sub-problems with stacked Generative Adversarial Networks (StackGAN). Image you wish to display. getElementById('text. intro: “propose an architecture consisting of a character sequence CNN and an N-gram encoding CNN which act on an input image in parallel and whose outputs are utilized along with a CRF model to recognize the text content present within the image. Learn to use a beacon image to track your email, website or Github page analytics Using a Beacon Image for GitHub, Website and Email Analytics. I first walked through a slide presentation on the basics and background of git and then we broke out into groups to run through a tutorial I created to simulate working on a large, collaborative project. The file will open normally as an image but will also hold hidden files inside, commonly zip, text, and even other image files. This article is another example of an artificial neural network designed to recognize handwritten digits based on the brilliant article Neural Network for Recognition of Handwritten Digits by Mike O'Neill. For most uses, this works great, but in some cases this may cause flickering - one common cause is preventing edits by keeping value the same. If the image asset contains imagery composed of geometric shapes, consider converting it to a vector (SVG) format! If the image asset contains text, stop and reconsider. Reference images are rendered with photoshop cs6 using the perceptual setting with no dither. Scene text detection is a challenging task to find only text specific regions in a given image. I need to include some images in my README File. W3C on GitHub Home • Repositories • GitHub Help. GitHub Gist: instantly share code, notes, and snippets. Generally, their excellent performance is imputed to their ability to learn realistic image priors from a large number of example images. Just go to gist. Recently I joined GitHub. Demo Default behavior in pt-BR, picks date/time with fast masked input typing (need only to type the numbers, the static part of the mask is inserted automatically if missing) or via the popup widget, which supports year, month, day, hour and minute views:. this script uses the delaunay triangulation algorithm. If both an image and text are specified, the image will override the text. Icon images for the web. This article is another example of an artificial neural network designed to recognize handwritten digits based on the brilliant article Neural Network for Recognition of Handwritten Digits by Mike O'Neill. Example: For a bottom to top caption. JSONPlaceholder is a free online REST API that you can use whenever you need some fake data. then(function (img) { document. To encode a message into an image, choose the image you want to use, enter your text and hit the Encode button. React Native lets you create truly native apps and doesn't compromise on your users' experience. Built as a sprite. Feel free to fork SweetAlert2 on GitHub if you have any features that you want to add! Sponsored #native_desc#. The text alternative should convey the meaning or content that is displayed visually, which typically isn't a literal description of the image. it is based on the triangulation image generator and includes some speed improvements. Text on images comes in a wide variety of forms with very little structure: simple horizontal overlaid text in memes; rotated, warped, obfuscated, or otherwise distorted text; or scene-text in photographs of storefronts or street signs. After reading this post you will know: Where to download a free corpus of text that you can use to train text generative models. Text watermark(['/img/field. In your panel body, add a new div with the name which contains the style and the animation desiring. pady: int: 10-How much vertical padding to add between the text/icon and the edge of. 25% on the more challenging COCO dataset. Placeholders can have custom colors, fonts, resizing behavior, and rendering engine (Canvas/SVG). Really helpful for students! Extract Text From Images & PDF Files Fast And Easy To-Text Converter is a solution, which allows you to convert images containing written characters to text documents with no need for any software installation. this experiment was created by georg. Holder renders image placeholders entirely in browser. Plain text has a number of advantages over images of text: you can search it, it can be stored more compactly and it can be reformatted to fit seamlessly into web UIs. The idea is that Github is hosting an app which allows some individuals in Spain to thwart police actions. text Variable-length non-Unicode data in the code page of the server and with a maximum string length of 2^31-1 (2,147,483,647). Check out the Mastering Markdown guide to learn more about how to modify the text within the file after you’ve made it. limit Default: undefined. comment(text|format) contrast. It's great for tutorials, testing new libraries, sharing code examples,. We can use the background-clip: text; property, however it's still an experimental feature without sufficient browser support. With the Cloud-based API, you can also extract text from pictures of documents, which you can use to increase accessibility or translate documents. TextInput is a controlled component, which means the native value will be forced to match this value prop if provided. Optional custom function for formatting navigation text. Image width: (1-500) characters: Text color: Background: Invert image: Extra contrast: For help on using the converter, see the help page. this experiment was created by georg. Text watermark(['/img/field. On 2006-09-27, shapper The image name is resolved the same way JS modules are. The purpose of this page is to progressively list the resources useful when working on W3C projects using GitHub. We're sorry but Text Image Generator doesn't work properly without JavaScript enabled. You can choose to have a secret Gist that will not be visible to search engines but only to those who know the URL of that secret Gist. If the image asset contains imagery composed of geometric shapes, consider converting it to a vector (SVG) format! If the image asset contains text, stop and reconsider. OCR in PHP is possible! Lukas White builds a simple Silex app into which a user can upload an image, and get the text from image accurately extracted. Index the transcription for full-text search, or apply Text Analytics to detect sentiment, language, and key phrases for insights. Converting text to image (png) C#. PDFKit is a PDF document generation library for Node and the browser that makes creating complex, multi-page, printable documents easy. The Vision API can detect and extract text from images. In visual perception of the real world, contrast is determined by the difference in the color and brightness of the object and other objects within the same field of view. The final features, at least as implemented in blogdown version 0. Generate surfaces from an image (Script, JavaScript) This is an Autodesk Fusion 360 script that's used for generating surfaces from images. Tikaondotnet Tika on. Detecting text in natural images is an important prerequisite. image: string: None-The file path, tkinter. Functional images are used to initiate actions rather than to convey information. Link Text and Location Copier is a Firefox WebExtension that helps you creating links right from the context menu. We don't pretend that you will become a master of graphic design after just one chapter. the joint image-text representation. Taking the image description task on the MS-COCO data set as an example, the template code of Image_to_Text is shown. If you get poor OCR results, try a different layout that matches the text in your image. Microsoft, the open source champion and all-time wizard of software updates, were served some spoiled digital tapas. Featured content sliders. Skip to content. To get from a scanned PDF image file to a searchable text file, there is a special type of software that you can use. iOS Android. Bind an image to the croppie. The animation functions are the same as above, but we just have a bit more complicated update function: it not only changes the position of the points, but also changes the text to keep track of time and energy (energy should be constant if our math is correct: it's comforting that it is). You can learn about the Creative SDK at creativesdk. 2017-10-11 Wed. An alternative text for the custom image icon. The image is pre-processed for better comprehension by OCR. It also allows users to customize the mention panel for their favor. For example, let's take a look at Bootstrap's Issues section: GitHub's issue tracking is special because of our focus on collaboration, references, and excellent text formatting. Featured content sliders. Material icons are also available as regular images, both in PNG and SVG formats. In some browsers, you can paste images onto a page. The matter is worse if your background is same intensity as pen (red on blue, for example) in which case when printed black-and-white the image becomes just a dark grey rectangle. this script uses the delaunay triangulation algorithm. You control the display of the document; formatting words as bold or italic, adding images, and creating lists are just a few of the things we can do with Markdown. This is the project page of Stacked Cross Attention Network (SCAN) from Microsoft AI & Research. When choosing to place text over an image, consider both the text color and the main color of the image. In addition, a deep attentional multimodal similarity model is proposed to compute a fine-grained image-text matching loss for training the generator. SkySat satellites can be tasked to image any point on Earth in high resolution (72 centimeters) and at sub-daily frequency. Pull Request comments are written in Markdown, so you can embed images and emoji, use pre-formatted text blocks, and other lightweight formatting. Python text to image (png) conversion with automatic new line calculation - text2png. Ask a question on the mailing list if you're stuck and the documentation and a websearch didn't provide any answers. yml and author. I've been looking at the markdown syntax used in GitHub for a while but except resizing an image to the extent of the readme. For most uses, this works great, but in some cases this may cause flickering - one common cause is preventing edits by keeping value the same. The idea is that Github is hosting an app which allows some individuals in Spain to thwart police actions. Generate surfaces from an image (Script, JavaScript) This is an Autodesk Fusion 360 script that's used for generating surfaces from images. Generally, their excellent performance is imputed to their ability to learn realistic image priors from a large number of example images. 0, and development has been sponsored by Google since 2006. A React component for displaying text. React-Images - jossmac. intro: “propose an architecture consisting of a character sequence CNN and an N-gram encoding CNN which act on an input image in parallel and whose outputs are utilized along with a CRF model to recognize the text content present within the image. If you check out an older version of the repository, it automatically downloads the old version of the large file from the remote server. Changing the behavior of Quiet. However, if images of text are used, the text alternative should contain the same words as in the image. it is based on the triangulation image generator and includes some speed improvements. Detecting text in natural images is an important prerequisite. Scene text detection is a challenging task to find only text specific regions in a given image. com or GitHub Enterprise. Please enable it to continue. display() Starting parameters. Generally, text present in the images are blur or are of uneven sizes. An alternative text for the custom image icon. StackGAN - Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks. There are two annotation features that support optical character recognition (OCR): TEXT_DETECTION detects and extracts text from any image. This module first makes bounding box for text in images and then normalizes it to 300 dpi, suitable for OCR engine to read. The SVGs are also available from the material design icons git repository under the path:. This is the project page of Stacked Cross Attention Network (SCAN) from Microsoft AI & Research. The practical use of this work is to sharpen photos of text taken with for example a smart phone. Mostly, Markdown is just regular text with a few non-alphabetic characters thrown in, like # or *. image(watermark. image resize in github flavored markdown. Although many systems and classification algorithms have been proposed in the past years. Started in 2002, TCPDF is now one of the world's most active Open Source projects, used daily by millions of users and included in thousands of CMS and Web applications. You control the display of the document; formatting words as bold or italic, adding images, and creating lists are just a few of the things we can do with Markdown. POST /markdown/raw Parameters. I've been looking at the markdown syntax used in GitHub for a while but except resizing an image to the extent of the readme. 0 and up Animate. GitHub will show your new commits and any additional feedback you may receive in the unified Pull Request view. Only GitLab enables Concurrent DevOps to make the software lifecycle 200% faster. Placeholders can have custom colors, fonts, resizing behavior, and rendering engine (Canvas/SVG). It also allows users to customize the mention panel for their favor. OCR in PHP is possible! Lukas White builds a simple Silex app into which a user can upload an image, and get the text from image accurately extracted. image: string: None-The file path, tkinter. image2cpp is a simple tool to change images into byte arrays (or your array back into an image) for use with Arduino and (monochrome) displays such as OLEDs. Every text and call on Twilio helps fine tune the Super Network, our web of carrier connections all over the globe. Extract text with OCR for all image types in python using pytesseract. When choosing to place text over an image, consider both the text color and the main color of the image. This quick Java app uses the Tesseract library to help turn images into text. Locate 2FA Setting. The animation functions are the same as above, but we just have a bit more complicated update function: it not only changes the position of the points, but also changes the text to keep track of time and energy (energy should be constant if our math is correct: it's comforting that it is). Type / paste your text here. What am I missing? Or is it a GitHub bug?. Convert image to ascii art. For the HTML. Functional images are used to initiate actions rather than to convey information. js is as simple as creating a new profile, making a few tweaks and then trying it out. After reading this post you will know: Where to download a free corpus of text that you can use to train text generative models. WebVTT metadata text. I hosted some projects there. Almost all text on GitHub is processed through a markup language called Markdown — it's an easy way to include simple formatting (like italics, bold words, lists, and links). How much graphic design do you need in business? Considering the heavy emphasis that is currently placed on "the look" of deliverables, the answer might be a lot. The preferred location is now /assets/images/, but can be placed elsewhere or external hosted. These are the features that makes Grafika unique from other libs:. It is critical for implementations to ensure that it cannot be used to bypass protections that would otherwise protect an image source from inspection. In this paper, we study the problem of image-text matching. Scene text detection is a challenging task to find only text specific regions in a given image. img the path to another img ltr (optional). Icon images for the web. gz Tika On DotNet. It copies a link’s text and location, the page title and URL, or selected text and page url as either plain text, HTML, Markdown or BB Code links. Reference images are rendered with photoshop cs6 using the perceptual setting with no dither. 1 Image sources for detection describes the algorithm to accomplish this. While Markdown is a minimal markup language and is read and edited with a normal text editor, there are specially designed editors that preview the files with styles, which are available for all major platforms. When your GitHub App receives the check_suite event, it can create new check runs for the latest commit. This is a great place to put the documentation for your project. How much graphic design do you need in business? Considering the heavy emphasis that is currently placed on “the look” of deliverables, the answer might be a lot. Almost all text on GitHub is processed through a markup language called Markdown — it's an easy way to include simple formatting (like italics, bold words, lists, and links). Steps: 1) Pre-requisite : Create a gist with atleast one file. Provides a decent Markdown color scheme (light and dark) with more robust syntax highlighting and useful Markdown editing features for Sublime Text. A full outline of how to do this can be found in the following GitHub repository. We may come across the need to extract images or text from an MS Word or MS Powerpoint file. 100% Free Online OCR Converter. Imager aims to make image processing work in R easier. Apps can even keep track of real-world objects, such as by reading the numbers on trains. Follow this Firefox bug for progress on implementation. zip Github Why Grafika? Why another image manipulation lib? There are a bazillion other libs for PHP already, why reinvent the wheel? Well Unique Features. The idea is that Github is hosting an app which allows some individuals in Spain to thwart police actions. This data is yours to use via a powerful web API that helps you optimize the quality and cost of your communications. The mobile app translates the recognized text from the images captured or uploaded from the photo album. Hover the original and reference tabs to see respective image. WebVTT metadata text. padx: int: 10-How much horizontal padding to add between the text/icon and the edge of the button. Text classification is a core problem to many applications, like spam detection, sentiment analysis or smart replies. zip Download. Image width: (1-500) characters: Show it in: Background: Extra contrast: Web browser: For help on using the converter, see the help page. The text, if formatted into a JSON document to be sent to Azure Search, then becomes full text searchable from your application. 3) Once the image is uploaded, the Url link to the hosted image is. JSONPlaceholder is a free online REST API that you can use whenever you need some fake data. The final features, at least as implemented in blogdown version 0. getPage(0) page_content. It's great for tutorials, testing new libraries, sharing code examples,. drop an image in the browser to triangulate it. getNumPages() page = read_pdf. It also allows users to customize the mention panel for their favor. Remember, the more text you want to hide, the larger the image has to be. The tooltips you see on this demo site were built using GitHub's Primer. You don't have to create an account at Github to use Gists. Load models > Analyze image > Generate text. Creating A Text Generator Using Recurrent Neural Network 14 minute read Hello guys, it’s been another while since my last post, and I hope you’re all doing well with your own projects. this experiment was created by georg. The Github wikis are backed by a separate git repository then the main project repository. Python text to image (png) conversion with automatic new line calculation - text2png. However, its CSS implementation is not that straightforward. Every GitHub repository comes with its own wiki. Check out the Mastering Markdown guide to learn more about how to modify the text within the file after you’ve made it. For most uses, this works great, but in some cases this may cause flickering - one common cause is preventing edits by keeping value the same. {current} and {total} are detected and replaced with actual numbers while Colorbox runs. Please enable it to continue. yml as well. image: string: None-The file path, tkinter. In this paper, we study the problem of image-text matching. This is the code for "How to Convert Text to Images - Intro to Deep Learning #16' by Siraj Raval on YouTube This weeks coding challenge is to use this code to generate non-bird, non-flower images. images: produce your plot in png or emf files and add them into the document, as a whole paragraph or inside a paragraph. Taking the image description task on the MS-COCO data set as an example, the template code of Image_to_Text is shown. Although many systems and classification algorithms have been proposed in the past years. Increases or reduces the image contrast. This work will appear in ECCV 2018. I’ve been kept busy with my own stuff, too. React-Images - jossmac. Hi @SHADOWELITE7,. The label_image directory also contains C++ code which you can use as a template to integrate tensorflow with your own applications. POST /markdown/raw Parameters. However, if images of text are used, the text alternative should contain the same words as in the image. A heavily commented but basic scene. Net via IKVM View on GitHub Download. Join GitHub today. Almost all text on GitHub is processed through a markup language called Markdown — it's an easy way to include simple formatting (like italics, bold words, lists, and links). Parameters. Demo Default behavior in pt-BR, picks date/time with fast masked input typing (need only to type the numbers, the static part of the mask is inserted automatically if missing) or via the popup widget, which supports year, month, day, hour and minute views:. r/programming: Computer Programming. Type space characters in front of your nested list item, until the list marker character (-or *) lies directly below the first character of the text in the item above it. css supports the prefers-reduced-motion CSS media feature. Here is the official reason: PNGwriter is aimed at the fast and intuitive creation of high quality images in scientific and image processing contexts. 3 flavors are supported: Standard Markdown, GitHub flavored Markdown, MultiMarkdown. js) Convert text to image. Just go to gist. pady: int: 10-How much vertical padding to add between the text/icon and the edge of. frames as tables, format is defined by the associated Word table style. WebVTT metadata text. 3 minute read. limit Default: undefined. Work with unicode and web font like FontAwesome, you can use emoji too. iOS Android. comment(text|format) contrast. This is an experimental tensorflow implementation of synthesizing images from captions using Skip Thought Vectors. Gallery mode to create an image slideshow with thumbnails; Supports swipe and mouseDrag; Add or remove slides dynamically. png =500x300) is not supported and various explanations that GFM supports things like. The Text object displays non editable text in your app, useful for titles, labels and instructions. We don’t pretend that you will become a master of graphic design after just one chapter. Taking the image description task on the MS-COCO data set as an example, the template code of Image_to_Text is shown. The final features, at least as implemented in blogdown version 0. Tesseract is an optical character recognition engine for various operating systems. icon-large. They are used in buttons, links, and other interactive elements. Parameters. Follow this Firefox bug for progress on implementation. Wheter the original select item should be hidden or not. Next steps. What is this? This is a developer demo of the Adobe Creative SDK Image Editor for Web. 1 Image sources for detection describes the algorithm to accomplish this. Skip to content. It is based on CImg, a C++ library by David Tschumperlé. drop an image in the browser to triangulate it. Text classification is a core problem to many applications, like spam detection, sentiment analysis or smart replies. Some quick example text to build on the card title and make up the bulk of the card's content. To encode a message into an image, choose the image you want to use, enter your text and hit the Encode button. Converting text to image (png) C#. The alt attribute provides alt text for the image, so screen reader users can get a better idea of what the button is used for. The app uses Tesseract OCR to recognize text in images, Watson Language Translator to translate the recognized text, and Watson Natural Language Understanding to extract emotion and sentiment from the text. Feel free to fork SweetAlert2 on GitHub if you have any features that you want to add! Sponsored #native_desc#. Generating image caption demo Input image (can drag-drop image file): Generate caption. Work with unicode and web font like FontAwesome, you can use emoji too. Hey! It seems that you have animations disabled on your OS, turning Animate. By doing so, text can be generated and searching is enabled. {current} and {total} are detected and replaced with actual numbers while Colorbox runs. They can also capture near-infrared and stereo imagery and video footage for up to 90 seconds. This guide will show you the ins-and-outs of Markdown on GitHub. Please enable it to continue. r/programming: Computer Programming. However, its CSS implementation is not that straightforward. Write Text Anonymously. The fact-checkers, whose work is more and more important for those who prefer facts over lies, police the line between fact and falsehood on a day-to-day basis, and do a great job. Today, my small contribution is to pass along a very good overview that reflects on one of Trump’s favorite overarching falsehoods. Namely: Trump describes an America in which everything was going down the tubes under  Obama, which is why we needed Trump to make America great again. And he claims that this project has come to fruition, with America setting records for prosperity under his leadership and guidance. “Obama bad; Trump good” is pretty much his analysis in all areas and measurement of U.S. activity, especially economically. Even if this were true, it would reflect poorly on Trump’s character, but it has the added problem of being false, a big lie made up of many small ones. Personally, I don’t assume that all economic measurements directly reflect the leadership of whoever occupies the Oval Office, nor am I smart enough to figure out what causes what in the economy. But the idea that presidents get the credit or the blame for the economy during their tenure is a political fact of life. Trump, in his adorable, immodest mendacity, not only claims credit for everything good that happens in the economy, but tells people, literally and specifically, that they have to vote for him even if they hate him, because without his guidance, their 401(k) accounts “will go down the tubes.” That would be offensive even if it were true, but it is utterly false. The stock market has been on a 10-year run of steady gains that began in 2009, the year Barack Obama was inaugurated. But why would anyone care about that? It’s only an unarguable, stubborn fact. Still, speaking of facts, there are so many measurements and indicators of how the economy is doing, that those not committed to an honest investigation can find evidence for whatever they want to believe. Trump and his most committed followers want to believe that everything was terrible under Barack Obama and great under Trump. That’s baloney. Anyone who believes that believes something false. And a series of charts and graphs published Monday in the Washington Post and explained by Economics Correspondent Heather Long provides the data that tells the tale. The details are complicated. Click through to the link above and you’ll learn much. But the overview is pretty simply this: The U.S. economy had a major meltdown in the last year of the George W. Bush presidency. Again, I’m not smart enough to know how much of this was Bush’s “fault.” But he had been in office for six years when the trouble started. So, if it’s ever reasonable to hold a president accountable for the performance of the economy, the timeline is bad for Bush. GDP growth went negative. Job growth fell sharply and then went negative. Median household income shrank. The Dow Jones Industrial Average dropped by more than 5,000 points! U.S. manufacturing output plunged, as did average home values, as did average hourly wages, as did measures of consumer confidence and most other indicators of economic health. (Backup for that is contained in the Post piece I linked to above.) Barack Obama inherited that mess of falling numbers, which continued during his first year in office, 2009, as he put in place policies designed to turn it around. By 2010, Obama’s second year, pretty much all of the negative numbers had turned positive. By the time Obama was up for reelection in 2012, all of them were headed in the right direction, which is certainly among the reasons voters gave him a second term by a solid (not landslide) margin. Basically, all of those good numbers continued throughout the second Obama term. The U.S. GDP, probably the single best measure of how the economy is doing, grew by 2.9 percent in 2015, which was Obama’s seventh year in office and was the best GDP growth number since before the crash of the late Bush years. GDP growth slowed to 1.6 percent in 2016, which may have been among the indicators that supported Trump’s campaign-year argument that everything was going to hell and only he could fix it. During the first year of Trump, GDP growth grew to 2.4 percent, which is decent but not great and anyway, a reasonable person would acknowledge that — to the degree that economic performance is to the credit or blame of the president — the performance in the first year of a new president is a mixture of the old and new policies. In Trump’s second year, 2018, the GDP grew 2.9 percent, equaling Obama’s best year, and so far in 2019, the growth rate has fallen to 2.1 percent, a mediocre number and a decline for which Trump presumably accepts no responsibility and blames either Nancy Pelosi, Ilhan Omar or, if he can swing it, Barack Obama. I suppose it’s natural for a president to want to take credit for everything good that happens on his (or someday her) watch, but not the blame for anything bad. Trump is more blatant about this than most. If we judge by his bad but remarkably steady approval ratings (today, according to the average maintained by 538.com, it’s 41.9 approval/ 53.7 disapproval) the pretty-good economy is not winning him new supporters, nor is his constant exaggeration of his accomplishments costing him many old ones). I already offered it above, but the full Washington Post workup of these numbers, and commentary/explanation by economics correspondent Heather Long, are here. On a related matter, if you care about what used to be called fiscal conservatism, which is the belief that federal debt and deficit matter, here’s a New York Times analysis, based on Congressional Budget Office data, suggesting that the annual budget deficit (that’s the amount the government borrows every year reflecting that amount by which federal spending exceeds revenues) which fell steadily during the Obama years, from a peak of $1.4 trillion at the beginning of the Obama administration, to $585 billion in 2016 (Obama’s last year in office), will be back up to $960 billion this fiscal year, and back over $1 trillion in 2020. (Here’s the New York Times piece detailing those numbers.) Trump is currently floating various tax cuts for the rich and the poor that will presumably worsen those projections, if passed. As the Times piece reported: