Poetry is everywhere it just needs editing services

Subscribe to our FREE email newsletter and download free character development worksheets! It was necessarily brutal, but like any art that requires intense, singular, obsessive attention to detail—be it heart surgery, classical guitar, a gun fight set dead-bang, or architecture—this is a process that gets into your DNA.

Poetry is everywhere it just needs editing services

Project Naptha highlight, copy, and translate text from any image. Project Naptha automatically applies state-of-the-art computer vision algorithms on every image you see while browsing the web. The result is a seamless and intuitive experience, where you can highlight as well as copy and paste and even edit and translate the text formerly trapped within an image.

Add to Chrome Other browser? Unfortunately, your browser is not yet supported but feel free to play around with this page, which shows off most of the features and works on most modern browserscurrently only Google Chrome is supported.

Type in your email below and sign up for updates on this project. Depending on the number of sign-ups, a Firefox version may be released in a few weeks.

If you're interested in Naptha for other browsers, email me. Words on the web exist in two forms: Interaction with this second type of text has always been a second class experience, the only way to search or copy a sentence from an image would be to do as the ancient monks did, manually transcribing regions of interest.

This entire webpage is a live demo. You can watch as moving your cursor over a block of words changes it into the little I-beam. Right-click and you can erase the words from an image, edit the words, or even translate it into a different language.

Animated GIF tl;dr If you stare at these three animated gifs long and hard enough, you might not need to read anything. Comics Early in Octobercoincidentally less than a week before I developed the first prototype of this extension, xkcd published a comic shown on the right which somewhat ironically depicts the impetus for the extension.

The comic decries websites which arbitrarily hinder users from absentmindedly selecting random blocks of text— but the irony is that xkcd should count himself among the long list of offenders because up until now, it simply wasn't possible to select text inside a comic.

An interesting thing to note is the language agnostic nature of Project Naptha's underlying SWT algorithm see the technical details by scrolling down a bit more makes it detect the little squiggles as text as well.

Depending on how you look at it, this can be seen as a bug, or a feature. Also, because handwriting detection is particularly difficult in particular, the issue is character segmentation, it's quite difficult to separate apart letters which are smushed so close as to be connectedif you try to copy and paste text from a comic, it ends up jumbled.

This might be improved in the future, because certain parts of the Naptha stack do lag behind the present state-of-the-art by a few years.

Scans It usually takes some special software to convert a scan into a PDF document that you can highlight and copy from, and this extra step means that a lot of the time, you aren't dealing with a nicely formatted and processed PDF, but a raw scan distributed as a TIFF or JPEG.

Usually, that just meant suffering through the document, or in the worst case, printing it out so that I could scribble with a pen along, while I read.

But with this extension, it's possible to just select text from a picture, attached to an email, or linked from a class action lawsuit overview. It's even possible for files you have locally on your computer. Simply drag the image file over to your browser window.

Note that you might have to go to chrome: Photos The algorithm used by Project Naptha Stroke Width Transform was actually designed for detecting text in natural scenes and photographs a more technically challenging and general problem than most regular images.

Naptha actually also supports rotated text though it is still absolutely hopeless if the text is rotated by more than 30 degrees or so— sorry vertical text, I'll figure you out later!

But with these types of images, the actual text recognition becomes somewhat of a crapshoot. While it's quite possible that the quality could improve in future versions, with better trained models and algorithms, and the inclusion of human-aided transcription services, you should probably calibrate your expectations fairly low to avoid disappointment.

Diagrams Diagrams are cool. There are charts and diagrams all over the web, and sometimes you'll want to look up one of the chart axes, and it's pretty convenient to be able to do that without needing to type it up again.

Maybe there's a circuit diagram and you want to check out where a certain component can be bought— just highlight its label and copy and paste it into the search bar.

I haven't actually read it, but it was on Hacker News so it just happened to be one of the tabs that I currently have open.

The International Studies Shelf

Internet Memes The truth is that I've spent way too much time on reddit and 4chan in search of test images for the text detection and layout analysis algorithms.

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poetry is everywhere it just needs editing services

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Bios of Poets in the Illinois State Poetry Society