Converting to ascii art in python. Nov 14, 2021 · Hey, internet programmers today we write a python program that generates text to ASCII art. The ascii-art-animator CLI will take as input a GIF image, extract all the frames from it, convert each frame to ASCII art using ascii-magic, then display each frame to the terminal using list2term. Additionally, it supports outputting the generated ASCII art as code or comments in various programming languages. Aug 31, 2024 · ASCII art is a form of digital art that uses characters from the ASCII standard to create images. May 12, 2023 · In this article, we’ll explore how to convert an image to ASCII art using Python. The ASCII standard is a character-encoding scheme that assigns an ascii code to every letter, digit, punctuation mark and symbol used in texts. The figlet_format function serves as the primary interface, handling text transformation and basic formatting. Generating ASCII output and saving it to a text file. ;-) Turn Videos Into ASCII Art Videos: I have seen videos of ASCII art on the internet, and I've decided to try to reproduce a converter of mp4 files to ASCII mp4 files. In Python, working with ASCII art allows developers to add a touch of creativity to their programs, whether it's for creating simple visualizations, decorative elements in command-line applications, or even for artistic expression. 🎨 Interactive ASCII Art Generator Convert your images into stunning ASCII art right from the terminal — with color, style, and precision. Code based on ProfOak's Ascii Py. The application is based on ascii-image-converter (available as a console application) and ASCII magic (Python library), so thanks for image generation go to the authors of these projects. Supports custom fonts and provides accurate results. I am a real beginner in programming world, but I really enjoyed the process of building this project. ASC Turning videos into ascii art with python. We use pyfiglet python module to generate Text to ASCII text art in python. You can find videos related to programming, hacking, bug bounty, ctf, web and. Resizing the image for better ASCII representation. figlet_format method converts ASCII text into ASCII art fonts. These methods have parameters such as columns that allow you to change the appearance of the art piece. These tools support color output using the ANSI 256 color set, as well as the creation of a self-contained playback executable for video converted to text, with compression able to fit 4 minutes of 80 column 15 FPS video In today's video I create an image to ASCII art converter in Python and connect it to the DALL-E 3 API so that you can generate ASCII art with AIGitHub: http In this video, learn How to Convert Images into ASCII Art using Python🐍. txt file, but the file can have several hundred thousand characters. Jul 30, 2023 · Ascii Art + Emoji Art python PackageAksharify About The Module Aksharify is an open-source python package hosted on GitHub that allows you to effortlessly transform images into captivating ASCII art representations. ASCII Video Generator is a Python application that converts a video/animation file into an ASCII art video. It involves the smart placement of typed special characters or letters to make a visual shape that is spread over multiple lines of text. Create a versatile ASCII generator, explore OpenCV basics, and add customization options in this beginner-friendly tutorial. Understanding the Code We'll be working with Python and the Pillow library (often shortened to Apr 2, 2025 · ASCII art is a form of digital art that uses the characters available in the ASCII character set to create visual images. ASCII evolved as a way to transmit An open-source project to convert images into expressive ASCII art! Created with Python and Streamlit, this app lets you transform images into text-based art right in your browser. There are probab… This determines the pre-processing that is applied to the image before thesholding it into a pure black and white image. The conversion is achieved by mapping pixel colors to corresponding characters from a predefined character set. txt is as follows: May 11, 2021 · There are lots of fun Python snippets out there that you can use to convert your photos into ASCII art. A fun way to improve coding skills and impress others! A few tools to convert video and images into ASCII art in an ANSI terminal. Discover tips and tricks to create creative text-based designs using Python code. Jul 9, 2020 · Learn how to convert an image into ASCII art using Python. ;-) The ASCII Art Generator is designed to convert images into ASCII art using Python and the Pillow library, enabling a transformation of standard images into text-based visuals. This blog post will delve into This project provides a Python script that takes a video file as input and converts each frame of the video into ASCII art. Feb 22, 2022 · Our Objective: To write a python script that turns any image to ASCII Art format. This project demonstrates how to transform image data into text-based art, offering a fun way to practice Python and image processing techniques. Ideal for artists, hobbyists, or anyone looking to explore a new form of digital expression. This code is about using the Python to convert an image into ASCII art and save the result in a text file. What's reputation and how do I get it? Instead, you can save this post to reference later. Jul 23, 2025 · In Python, working with integers and characters is a common task, and there are various methods to convert an integer to ASCII characters. Here is the code: import PIL. Enjoy a sleek design and full offline functionality. This program will take an image file, process it, and output a stunning ASCII representation. This article delves into the programmatic generation of ASCII art using Python, covering techniques ranging from basic grayscale conversion to advanced dithering methods. After converting, the output file can be viewed in any web browser. In this article we will see how to convert the colored image to ASCII art. It's a group of 128 characters that includes letters, numbers, and symbols. Installation Clone this repository to your local machine. Jun 29, 2018 · pyfiglet takes ASCII text and renders it in ASCII art fonts. Easily convert images to ASCII and incorporate them into your code. Anthony Shaw, an author, and contributor at Real ascii-video-converter is a Python-based tool that extracts frames from a video, converts them to ASCII art, and plays the ASCII video in the terminal. Jul 16, 2023 · In this article, we delve into the fascinating world of ASCII art and explore how to convert ordinary text into captivating visual representations using Python’s command-line interface (CLI). The application uses OpenCV for video frame extraction, processes each frame to generate ASCII art, and combines these frames into a new video using MoviePy. May 27, 2020 · In this article, we will use Python to convert any given image to an artistic ASCII colored image in less than 35 lines of code. Resize, convert to grayscale, and apply thresholding to generate unique ASCII representations. Image from tkinter import filedialog May 5, 2025 · If you’re looking for a playful and creative way to practice Python, converting text into ASCII art Tagged with python, programming, creativity. Get creative with image processing and computer vision! This tool is a powerful ASCII art generator that can convert ASCII text into artistic images. The ascii art image can be output to the terminal or to a text file. This package can be easily installed using the pip command and provides the flexibility to save the converted video in various formats. As I mentioned, in order to create ASCII Art we require a python Welcome to our Image to ASCII Art page, your go-to destination for turning images into stunning ASCII art creations. Oct 17, 2022 · In this tutorial, we will learn how to convert any image to ASCII art using the Python programming language. But have you ever wanted to create your own ASCII art? ASCII Art Generator is a Python script that converts images or GIFs into ASCII art or vice versa. Whether you're a beginner or an experienced Pytho ita-converter is a lightweight and fast Python library that converts an image to ASCII art. ) into ASCII art with optional color, block characters, and edge detection. What is ASCII? 3. ASCII art is a form of digital art created by using characters and symbols to represent different shades of gray in an image. Step-by-step guide and code examples included. For those who might not be familiar with it, ASCII art is the art of creating images or patterns by cleverly arranging special characters and letters. Jun 30, 2024 · A simple to use Python library to convert images into ASCII characters text file and ASCII characters colored images. Get started now and bring your images to life in a whole new way! Jul 8, 2012 · Text-to-ASCII art generator in Python Asked 13 years ago Modified 6 years, 10 months ago Viewed 31k times Oct 7, 2024 · ART is one of those Python libraries that will blow your mind, as it makes transforming any text into ASCII art or one-line art a breeze. Perfect for beginners looking to enhance their programming skills with fun ASCII art projects. While seemingly simple, ASCII art can serve practical purposes ranging from lightweight visual feedback in command-line interfaces (CLIs) to nostalgic design elements within applications. First things first, you have to load the video file to convert it to ASCII art. Mar 3, 2021 · # image-to-ascii image-to-ascii is a python module created for creating Ascii art from any given image ASCII IMAGE ! [Banner] (/images/Ascii-example. ## Installation ``` pip3 install pywhatkit ``` **PyWhatKit** is a Python library with various A simple Python script that generates ASCII art from text and saves it to a file or displays it in the console. It uses the ascii-magic library to convert images to ASCII and cv2 to extract frames from a video file. pyfiglet takes ASCII text and renders it in ASCII art fonts. If you're feeling bored and want to spice up your programming life, why not try using Python to create some hilarious ASCII art designs? Now, let's take a look at the ASCII character set. ;-) Learn how to convert images to ASCII art using OpenCV in Python. txt file ImageToAscii (imagePath="path/to/file", outputFile="output. Installation pip install ascii_animator Usage usage: ascii-art-animator [-h] [-s SPEED] [-f FILE] [-d] [-a] [-m MAX_LOOPS Apr 17, 2024 · Have you ever encountered those captivating images crafted entirely from text characters? That's the magic of ASCII art, a creative method for representing visual information using text. Original Image on the left and Final ASCII Image on right This project will give you a solid foundation in understanding the structure of images and playing around it and that is in a fun way!! So, Let's get started. Learn how to create ascii art using python . ART is a Python lib for text converting to ASCII art fancy. Basics of pywhatkit Module 4. PNG) ORIGNAL IMAGE ! Jun 19, 2025 · By William June 19, 2025 ASCII art, a creative technique that transforms images into text-based representations, has captivated programmers and artists alike for decades. This is a tiny project and hardly takes 5 minutes of your time. Oct 4, 2017 · Overview ASCII art is also known as "computer text art". A powerful Python application for converting images to high-quality ASCII art with extensive customization options. How do I convert this into a "regular" string that I can echo to the screen? This video will show you how to convert your images into ASCII art using the ascii magic module in Python. It uses various parameters to control the conversion process, including image scaling, sharpness adjustment, brightness adjustment, character set, and more. Oct 12, 2021 · In this Ascii art characters codes with Python demo, I am going to show you how to make Ascii art with the python programming language. If you check out any Phrack article and there is almost guaranteed to be some form of ASCII art in there. png files to ascii_art. Converting any image to ASCII art using Python 0 likes, 0 comments - abdulkebaapdada on December 21, 2021: "Converting #Image into #ASCII art in #python. Thanks to Colorama it's compatible with the Windows terminal. Oct 27, 2018 · ASCII art has a long history in the hacker culture. - GitHub - tpoff/Python-Gif-Ascii-Animator: This project intends to convert an animated gif into an ascii representation and print this representation into the console. Feb 2, 2024 · Today, I'm excited to share a simple yet powerful way to transform any image into ASCII art using Python and OpenCV. Applying a threshold to determine dark and light areas. ASCII art is a technique that allows us to create images using a limited set of characters from the ASCII table. This blog post will take you through the fundamental concepts of Python ASCII art, how to use it, common practices, and best practices to help you create impressive Open-Source and free Convert any image to ASCII art with live preview Convert image sequence easily with one click Specify characters you want Specify size precisely Adjust colors Drag and drop files Load any font you want Export the files with just one click Apr 26, 2025 · Python ascii () function returns a string containing a printable representation of an object and escapes the non-ASCII characters in the string using \x, \u or \U escapes. It takes following arguments : text font ( DEFAULT_FONT = 'standard' ) Command to install pyfiglet module : pip install pyfiglet Code #1: Text in default font May 19, 2022 · Convert Videos to ASCII art with Python. Find all the videos of the Top Python Project for Advanced Level Course in this pla Apr 19, 2023 · ASCII art is an ancient and mystical art form that uses characters from the ASCII character set to create wacky images. Feb 2, 2024 · OpenCV simplifies complex image processing tasks, such as reading and resizing images, and converting them into grayscale — essential steps for generating ASCII art. Installation pip install pyfiglet Code Example 1: default Welcome This free online Ascii Art creator allows you to convert images to color or monochrome Ascii Art. Jun 11, 2022 · Browse The Top 40 Python ascii-animator Libraries. This project is compatible with Windows and uses ascii-magic, PIL, and cv2. The author implies that the process of converting images to ASCII art is both a technical and creative endeavor, combining programming with artistic representation. This article will walk you through the process of converting any text ascii art into its corresponding text. How can I convert the file to an Aug 28, 2022 · A simple ASCII art animatorascii-animator A simple ASCII text animator. Play around and build something cool! A Python program that transforms images into stunning ASCII art. Then Overview ASCII art is also known as "computer text art". May 10, 2020 · Understand how to use Python libraries to convert any image into ASCII art on the command line. Convert any image into a visual masterpiece made entirely of characters! Python Package for Converting Videos to ASCII in Terminal is a powerful tool that allows users to convert any video to ASCII art with a single command. May 4, 2021 · Hello all, in today's quick tutorial I will show you a small Python script that converts image files Tagged with python, showdev, tutorial. Perfect for developers working with ASCII art in Python or just for fun projects like ASCII emojis or ASCII line art. Oct 22, 2022 · 1 I am trying to convert a text-based ascii art into utf-8, whilst doing so I've ran into multiple technical problems using these methods find This method is a simpler approach, but it doesn't work because of many reasons, character arrangement, and clustered characters. Apr 17, 2024 · That’s the magic of ASCII art, a creative method for representing visual information using text. Test it now! Convert images to ASCII art with our Python GUI tool. This article explores the methods and Jan 7, 2021 · What will be covered in this Blog 1. After watching this tutorial you are able to convert any image to Ascii art. You can also convert text to Ascii Banners. Overview ASCII art is also known as "computer text art". Mar 17, 2022 · This is just a simple script that takes an image and renders it as a grid of ASCII characters in the console. This library can create both static ASCII art from images and animated ASCII art from videos, with support for colored output and custom character sets. This text provides a tutorial on converting videos to ASCII movies using Python, discussing the video file structure, ASCII conversion algorithm, and frame rate considerations. This article delves into Python code that empowers you to transform your favorite images into this unique format. Sep 6, 2021 · In this tutorial, we will learn how to find the ASCII value of a character in python. May 5, 2020 · In this article, we will use Python to convert any given image to an artistic ASCII colored image in less than 35 lines of code. txt") Oct 7, 2008 · I've got a list in a Python program that contains a series of numbers, which are themselves ASCII values. So the function to convert image to an ASCII art and save it to result. Jan 16, 2025 · Convert videos, images, gifs, and even live video to ASCII art! An easy-to-use advanced ASCII art generator for free! Jan 5, 2019 · Then, if we display characters, we can find that because an ASCII character is actually much larger than a pixel, the resulting image is too large to be displayed in the console. Jun 12, 2022 · I have used a tutorial to program this Image to ASCII Art converter, but it gives me an error. A python library to convert . With Aksharify, you can convert your favorite images into an artistic arrangement of ASCII characters, adding a unique and nostalgic touch to your projects. The user will enter one character and our program will print the ASCII value. ASCII art is commonly found in email signatures, online forums, and chat rooms. ASCII art is also known as "computer text art". A cross-platform command-line tool to convert images into ascii art and print them on the console. Aug 20, 2017 · This post shows you how to create ASCII art from an existing picture using Python. Users can control playback speed during the video playback. Perfect for artists and retro enthusiasts! 🖼️💻 Go to file Convert your favorite images into stunning ASCII art with this powerful and easy-to-use Python tool! This image to ASCII converter transforms your photos into artistic representations using ASCII characters, providing a unique and nostalgic aesthetic. This function accepts critical parameters for font selection and output customization while maintaining a simple syntax structure. Feb 8, 2024 · You’ll begin by defining the grayscale levels used to generate the ASCII art. jpg --cols 132 generating ASCII art input image dims: 1703 x 1700 cols: 132, rows: 56 tile dims: 12 x 30 ASCII art written to out. jpg, . 🚀 - Kerciu/pil-img-2-ascii In this tutorial, we will learn how to convert images into ASCII Art for the terminal in Python. ASCII Art is the art of creating pictures out of the text. jpeg or . Mar 6, 2025 · ASCII art, a venerable technique leveraging the ASCII character set to create visual representations, continues to find applications in modern software development. Feb 24, 2024 · Background Lets take any jpg image and convert it to ascii art using the python module 'ascii_magic' Setup This tutorial assumes you have a valid installation of python and are capable of calling on file locations with a python script. Whether you're looking to convert an image, experiment with ASCII resolutions, or just have fun with live ASCII art from your webcam. figlet_format method convert ASCII text into ASCII art fonts. Mar 11, 2024 · For a quick and straightforward approach, the Python ‘art’ library offers a convenient one-liner function to create ASCII art from an image. Sep 13, 2011 · Using this code to take a string and convert it to binary: bin (reduce (lambda x, y: 256*x+y, (ord (c) for c in 'hello'), 0)) this outputs Use this ‘Figlet’ web-interface to create ASCII text banners* in a variety of typefaces. This Python project lets you convert video frames into ASCII art and display the resulting ASCII video in the terminal. This interactive Python tool helps you select an image, adjust style and brightness/contrast, and save beautiful ASCII renderings effortlessly. Mar 3, 2010 · The tile of this question should be revised to indicate that it is specifically about parsing the result of a HTML request, and is not about ''Converting Unicode to ASCII without errors in Python''. Use my code if you want to. Now supports braille art! Jan 11, 2022 · ASCII conversion algorithm For this code example, I’ll be using Python for its simplicity, so that anyone can follow. Apr 20, 2015 · I have some code that converts an image into an ascii art image. Here’s an example: In this LIVE Python project session, we're diving into something super fun and surprisingly powerful — converting any image into stunning ASCII art using just a few lines of Python code! Feb 22, 2023 · These objects have multiple methods, such as my_art. Apr 21, 2017 · I'v been trying to determine the best way to convert the output from some computer algebra systems to some presentable format (mathml, latex), what would be the bestway? i tried using the plain a A command-line tool to convert images (PNG, JPG, etc. The video can be played back in the terminal using symbols and dots. It utilizes the PIL library for image processing and ASCII art generation. Whether you want to add personalized comments to your code or create artistic logos, this tool helps you achieve it effortlessly. Feb 17, 2025 · Image to ASCII Art Converter in Python Introduction Have you ever wanted to turn an image into cool ASCII text art? In this tutorial, we’ll walk through building a simple Image to ASCII Art Converter using Python. In this example we are specifically talking about ASCII art fonts that can be used to make banner text for command-line applications, network services, documentation, web pages, etc. The character chosen depends on the brightness of each pixel in the image: the following sequence (from densest (brightest) to least dense) is used: Jan 6, 2021 · 1. Converting any image to ASCII art using Python Let’s get started! What is ASCII?: ASCII, abbreviated from Mar 29, 2022 · In this tutorial, we’re going to create ASCII Art using the pyfiglet library that will make displaying the art on the screen much easier and more interesting! ASCII Art implies showing a word or a sentence using some patterns or special symbols to specially make the text more creative and enhance the overall look of the text. Processing the PNG image with Pillow (PIL) and NumPy. The creative tool you've been seeking. This script converts an SVG image into ASCII art by: Converting the SVG to PNG using CairoSVG. For colored Ascii Art we provide a wide range as output formats, including SVG. Then you’ll look at how the image is split into tiles and how the average brightness is computed for those tiles. But forget user@hostname$ python ascii_convert. I’m sure you have heard of ASCII art which is a graphic design technique that uses printable ASCII characters to display images. Developers can use this image to ASCII Art Generator and Creator & Maker to embed ASCII art into Python projects. Apr 19, 2025 · ASCII art is a fascinating form of digital art that uses the characters available in the ASCII character set to create visual images. Start transforming your 🖼️ Very Simple Image to ASCII Project 🎨 — A basic Python project that converts images to ASCII art using the PIL library 📸🖋️. This is not just an art generator but a community-driven project that thrives on contributions to evolve with new Sep 30, 2024 · If you are a fan of converting Image to beautiful ASCII Art, there a library in python called ASCII-Magic that converts images into ASCII art for terminals and HTML. Quickly convert text to ASCII art with our free online text to ASCII converter. In a linux terminal, create a new virtual environment for our python package installs. This article delves into Python code that empowers you to transform your favorite images into Oct 30, 2024 · [ Convert Image to Ascii Art on Termux | Ascii Art Python ]In this tutorial, I’ll show you how to convert any image into ASCII art using just two lines of Py Learn how to convert images and videos into ASCII art animations using OpenCV, and play them in the terminal with cursor positioning and escape encoding. Currently it outputs it as a . We'll use a set of flag images (countries, states, historical) and within few lines of Learn to transform images into ASCII art using Python and OpenCV. If the resulting dot art looks bad, try another mode, or adjust some settings. Enhance the art with colors and customize symbol sets. This Python beginner tutorial shows you how to use the Python Image Library to build a short, interactive script to convert any image to ASCII art using the May 3, 2025 · While seemingly simple, crafting high-quality ASCII art involves a sophisticated understanding of image processing fundamentals, character density, and rendering algorithms. The code is open source and easy to use (if you know how to :P) more Learn how to print ASCII art in Python with easy-to-follow examples and step-by-step instructions. Let’s code Text to ASCII art using python. In this article, we’ll walk you through the process of using Python to convert images into ASCII art. Option to use new AI module. The resulting ASCII art frames are displayed in the terminal, creating a unique visual experience. May 4, 2020 · In this article, we will use Python to convert any given image to an artistic ASCII colored image in less than 35 lines of code. https A simple Python tool that converts text into ASCII art using different fonts and allows you to save the output to a file. I have a program that dumps a lot of output, and I want some of that output to really stand out. This program allows you to convert images into ASCII art. ;-) Nov 18, 2024 · Turn words into art with Python! Learn how to create ASCII star patterns (*) in this beginner-friendly project. Essential parameters include the input text Dec 19, 2018 · Adding a new script to the Python Script series. Copy, Paste and Convert. About ASCII-Kuttappan is a quirky Python-based tool that transforms webcam feeds and images into stunning ASCII art in real time. Utilize our free online ASCII art generator to easily and quickly convert your photos into text-based art. Therefore, the image must be scaled to make the characters fit the screen. (* banners with letters composed out of smaller ASCII characters). It allows users to resize images, convert them to grayscale, and customize the symbols used to create the ASCII art Learn how to transform images into visually stunning ASCII art using Python. ASCII (American Standard Code for Information Interchange) is a character encoding standard that represents text in computers. Feb 2, 2024 · In the vast and ever-expanding universe of coding projects, there's a special place for those who blend art and technology. Convert any image into captivating and unique ASCII representation with just a few simple steps! Convert Images to ASCII Art with YesChat. In this comprehensive guide, we'll explore the fascinating world of converting images to ASCII art using Python, diving deep into the code, techniques, and creative possibilities that this unique form of digital expression May 18, 2021 · Hello Internet programmer, today we convert any image to ASCII art in python with just two lines of code. In Python, we can leverage the simplicity and flexibility of the language to generate fascinating ASCII art. For complete tutorial subscribe the course on #Udemy. What is ASCII Art? ASCII art is a graphic design technique that uses printable characters from the ASCII standard to create visual art. ;-) Converting Images to ASCII Art Using Python If you’re familiar with ASCII art, you know it’s an art form that uses letters, numbers, and symbols to create images. This project will give you a solid foundation in understanding the ASCII art is also known as "computer text art". py --file myimage. ASCII number to Text Converter is easy to use tool to convert ASCII to Text data. Next, install the ascii_magic and Pillow python module with pip3. It is a simple python package to play videos in the terminal using characters as pixels python bash cli console opencv opensource terminal video ffmpeg pixel ascii python3 play-videos pip wav ascii-art ansi-colors portaudio Convert Images to ASCII Art with Our Image to ASCII Generator Our text to ASCII Art Generator and Creator & Maker also supports image to ASCII conversion, allowing you to transform any image into an ASCII text version. ai - Transform Your Creativity Turn any image into stunning ASCII art with our free and easy-to-use tool. Next, you’ll work on replacing the tiles with ASCII characters to generate the final output. One way could be to render important text with ascii art, like this web service does for example: Transform / convert image-to-ascii in Python in this beginner-friendly introduction to OpenCV (python). This project intends to convert an animated gif into an ascii representation and print this representation into the console. May 13, 2014 · You'll need to complete a few actions and gain 15 reputation points before being able to upvote. Python package that converts images into ASCII art for terminals and HTML. to_terminal(), that generate ASCII art pieces from the picture. txt Convert images to ascii artimage-to-ascii A python program to convert an image into an ascii image Introduction This program allows you to convert images into ASCII art. Upvoting indicates when questions and answers are useful. This module's entire functionality is contained within the class AsciiArt, which has a collection class methods, such as AsciiArt The foundation of ASCII art creation lies in converting standard strings to styled text representations. therefore it won't work Use our free online ASCII Art Generator to easily and quickly convert text to stunning ASCII Art. The first question arises that what i ASCII Video/Image Converter Library A comprehensive Python library for converting images and videos to ASCII art with moving output support. from image_to_ascii import ImageToAscii # imagePath is for path of the image you want to convert to Ascii # outputFile is for the file path of where the generated Ascii art should be stored keep None if you don't want to store it in a . A cross platform package to do curses-like operations, plus higher level APIs and widgets to create text UIs and ASCII art animations, It is a simple python package to play videos in the terminal using characters as pixels, make ASCII Art by Deep Learning, An implementation of figlet written in Python, Display tabular data in a visually Aug 22, 2021 · // CONVERT ANY VIDEO INTO ASCII VIDEO USING PYTHON!Hey!I am Vishnu Thulasidoss. Certain modes work best for certain types of images. zyzkpek agt fxczc djogtea kfy locmyysoy umgtn rcjltc fbysx qhglix