The Accessibility Checker will flag these since they are not useful to someone with a visual disability. It is especially important to use alt text when an image is used for decorative purposes or when the image contains no information. We generate an accurate description of the image, ready to be used on your site. Framework Next.js Use Case AI CSS CSS Modules Publisher Vercel Deploy View Repo View Demo Alt Image Generator This project will generate relevant alt text for images using AI. "PDF icon" describes what the image looks like, but it is not the most appropriate for this context"icon" is redundant here. What if there was a way to apply alt text as an image is uploaded? Description. These ALT Codes can be used in any desktop, web, or phone application. While adding alt text to images is a good practice to have, Microsoft says over half of the images on the internet still don't have alt text added to them. You can also add alt text as an argument to the IMAGE function either by using text in quotes or by using a cell reference that contains the text. Without descriptions of the infographics, anyone with a visual disability cannot understand the infographic and misses out on key information. An alt text generator is a tool that allows you to automatically generate alt text for images. The API returns the generated alt text, which the tool displays alongside each image and stores in a CSV file for easy download and implementation. to seamlessly add AI-generated alt text to your images within the CMS. It can identify thousands of personalities in an extensive range of classifications, like politics, entertainment and broadcasting, sports, and commerce. Empty alt text would never be appropriate here. Now thats possible all thanks to image recognition technology! Upload images or paste URLs individually to generate alt text. I tried it three times with varying degrees of success. 1. She is the founder of AI consultancy Analitigo Ltd. 5. By taking the time to add alt text to your images, you can help make your website more accessible and user-friendly for everyone. In the example above, the highlighted text shows the alt text of the photo on the left. Calculators, Conversion, Web Design, Electricity & Electronics, Mathematics, Online Tools, Text Tools, PDF Tools, Code, Ecology. Create a PHP script to update the WordPress attachments with the alt text. The services offered by Google and IBM certainly have their perks and can still identify images and proper results, but Microsofts is so good and so accurate that its not worth settling for something else, at least in my opinion. First, its important to make sure that the alt text generator youre using is capable of creating accurate and descriptive alt text. Just be sure to keep the above tips in mind to get the most out of them. There have been scenarios where sculpture isnt described because the technology thinks it is nudity, and therefore disallowed. Companies like Google, IBM and Microsoft have their own APIs publicly available so that developers can tap into those capabilities and use them to identify images as well as the content in them. Try to convey the insight; for example, A bar chart showing sales over time. Adding alt text with Sirv. As a result, alt text plays an important role in making sure that web pages are accessible to everyone and that they can be properly indexed by search engines. // Read the CSV file, make sure you update this with the path to your CSV, " This results in screen readers reading them as "unlabeled graphic", so users are left not knowing what's being displayed on a page. The longdesc attribute is deprecated and should not be used. Alt text is shown on the webpage instead of where the broken image is. When screen readers such as MicrosoftNarrator, JAWS, and NVDA reach digital content with alt text, they will read the alt text aloud, allowing people to better understand what is on the screen. If the main image does not convey content, but is primarily just a container for the hot spots, then alt="" is appropriate. To mark a visual as decorative, simply select the Mark as decorative checkbox when the Alt Text pane is open. Adding alt text to images is an important part of making a website accessible to everyone, including people with visual impairments. "Read More" does not provide enough information, especially out of context. Images and videos are crucial to ensure user engagement on any given website. For example, Apple does an incredible job with the stock wallpapers iOS ships with. Weve designed the Bulk Alt Text Generator Tool with usability in mind. Elevate Your Image SEO Efforts with Texta's AI-powered Alt Tags Generator. Interesting notion, though I think it might end up providing humorous entertainment along the lines of smartphone autocorrect . If a picture is worth a thousand words, what is it worth to people who cannot see? Auto Generates - Every image uploaded will be quickly processed and alternative text will be added to the image details. Your first 25 images are free. Ellen Ochoa, Astronaut". It applies computer vision right out of the box to offer thorough object recognition. No credit card required. The tool is free, but the Replicate API does cost, albeit a very low amount. By providing descriptive and relevant alt text, you help search engines rank your website more accurately, which can lead to higher search engine rankings and increased organic traffic. It provides a textual description of images for users who are visually impaired or rely on screen readers to access online content. It is important for accessibility purposes, as it helps users with vision impairments understand what an image is depicting. "Finally Someone made it!!! This eliminates the need to take individual photos. "Ellen Ochoa" would be redundant. There are developers who have already utilized these services and created their own plugins to generate alt text. Assessing and summarizing an image's content can be more difficult. The best alternative text will depend on the context and intended content of the image. Only, there is no cellphone and clearly shes not talking. You could author a browser extension that adds alt text to images on any website when it finds images with it missing. Search engines use alternative text and factor it into their assessment of the page purpose and content. Different Types Of Generators and How to Choose the Right One For You, The Benefits Of Using An Alt Text Generator and Some Tips On How To Get The Most Out Of Them. However, you can also upload your own templates or start from scratch with empty templates. However, we do not store any data. Because it involves sending data to Microsoft, this feature is disabled by default, but you can enable it by going to the Edge accessibility settings (edge://settings/accessibility) and enabling the option titled Get image descriptions from Microsoft for screen readers. A person browsing via a screen reader would only listen to the word image which is not useful. But this image is more challenging. If the answer is "nothing," then alt="" is probably sufficient. There are some situations where Edge won't generate alt text for an image, though. It is also used by search engines to index images. Upload the CSV file generated by our tool to your server, preferably in a secure and non-public directory. Through computer vision and machine-learning algorithms, those add-ons and APIs automatically generate keywords and phrases for alt text to scalea tremendous time saver if you have thousands of assets. A screen reader would typically read "Link, Image, Astronaut Ellen Ochoa. Her mode of dress further conveys that she is an astronautwhich is meaningful, given her achievements. Web developers and content editors alike often forget or ignore one of the most important parts of making a website accessible and SEO performant: image alt text. This conveys the content of the iconno more, no less. Now we use a single Description field in most of our appsit has been found that having a single field is easier and less confusing for both you as the author and also anyone using a screen reader to consume the content. Can it do that? SELECT post_id, meta_value If the image's content is presented within the surrounding text, then alt="" may be all that's needed. When deciding on the wording for alt text description one must focus on generating beneficial, information-rich text that uses keywords suitably and is relevant to the page content. This is a Project based on Next-Alt-Text-Generator, it extends its functionality. Alt text, or alternative text, is an HTML attribute added to the <img> tag that displays images on an application or web page. "PDF format" alone would not be sufficient for the linked icon, especially if the page includes many PDF links and iconsa screen reader user navigating through the linked icons would hear, "PDF format, PDF format, PDF format". Tools like these generally help speed-up the process of content management, editing and maintenance. What alt text would you choose here? Instead of worrying about writing product descriptions, the tool will automatically recognize what you want to sell. What alt text would you choose for the icon image in Example 4? We are excited to introduce our Bulk Alt Text Generator Tool, a user-friendly and efficient solution to help web developers and content creators automatically bulk generate descriptive alt text for their images. Note that the icon is within the link. These are just a few tools that can help you simplify and expedite the process of content management, editing, and maintenance. By following these steps, you can efficiently update the alt text for your WordPress images using our Bulk Alt Text Generator Tool and a custom PHP script. Alternative text serves several functions: Although technology is getting better at recognizing what an image depicts, algorithms alone cannot understand what an image means within the context of the overall page. Both scenarios get into an incredibly troubling area, namely a tier of experience that is lower than what someone browsing under ideal circumstances may be experiencing. Second, youll want to make sure that the generator is able to create alt text for a variety of different file types. Edge usually updates automatically, but you can also download the browser here if you don't have it yet. Our business promises the best service you will find on the planet. Im cautiously optimistic about this technology, but I dont think its ready for prime time. It may also be appropriate if a detailed examination of the painting is in order, but this level of detail would probably be better within the body text. To your point: Yes! In this article, well take a look at some of the ways you can automatically generate alt text for images by leveraging the power of image recognition. You only have to provide photos you want to generate alt text for, and the service manages the rest. Take Sarah Drasner's generator, for example, which demonstrates how Azure's Computer Vision API can be used to create alt text for any image via upload or URL. In images and videos, text appears in a different way than neatly written words on a printed page. So, whether youre a business owner or an individual who wants to learn more about alt-text generators, this blog post has something for everyone! Alt tag attributes are necessary for increasing SEO and page accessibility. We should then determine if the content of the image is presented in the surrounding text. For a New York counties image map, each would contain the name of the county. Often overlooked during web development and content entry, the alt attribute is a small bit of HTML code that describes an image that appears on a page. The alt text is added to the HTML code of the image and is generally Invisible to people who can see the image. These plugins fetch this description and add it as the alt text for every image uploaded while the plugin is active. "George Washington" is probably inadequate. alt text: Alt text is a type of description that is added to an image. User-friendly interface. For example, IMAGE("www.contoso.com/logo.jpg", "Contoso logo"). Image alt text improves SEO performance as well. What alt text would you choose for the horizontal separator image in Example 5? If objects have been grouped together for formatting reasons, ungroup the objects and assign appropriate alt text for each object. You could write a JavaScript plugin that adds alt text on-the-fly, after an image has been loaded with notably missing alt text. 435.797.7024, Designing for Screen Reader Compatibility, Captioning and Sign Language Interpretation in Zoom: Features and Pitfalls. They have the resources! What would be the appropriate alt attribute for the image in Example 6? Notes: If you frequently add alternative text to shapes, pictures, charts, SmartArt graphics, or other objects, you can add the Alt Text command to the Quick Access Toolbar to create a shortcut to it.. To use the Alt Text command on the Quick Access Toolbar, select the shape, picture, chart, SmartArt graphic, or other object, click the toolbar button, and then add your alternative text. Using this new feature, Edge can connect to Microsoft's servers and anonymously send image data, so that alt text can be generated automatically. In our digital world, it is easy for people with a visual disability to miss critical information or have a frustrating and negative experience. All you have to do is send your visuals to its API and it will generate a natural language description. Icons performed poorly. "Image of Ellen Ochoa, Astronaut" redundantly describes the image as an image. Alright, lets run through some key terminology of the AI service. Images are often used not only to provide content, but to provide important functions, such as navigation. Dr Michaela Spiteri BEng, MSc, PhD (AI / Healthcare domain), is a well-published researcher in the field of AI and machine-learning. It also helps with SEO, as it provides another opportunity to include keywords in your website's content. Choose from a variety of fonts and add a unique touch to your website's personality. Next-Alt-Text-Generator-Blue. Thanks to big companies opening their services and API to developers, its now relatively easy for anyone to utilize computer vision. You can even use it to identify celebrities in photos and stored videos. Or, import and process thousands of images at once via CSV. You can also enable it on a page-by-page basis with a new context menu option that will be highlighted by your screen reader. While this image conveys a separation between document sections, it is just a visual reinforcement of a structure that is already presented in text. Query the WordPress database to get attachment IDs and file names: Loop through the attachments, and update their alt text if the file name is in the. Here are the Cloudinary add-ons for media recognition and categorization that can automate the generation of alt text: People using screen readers will hear these are decorative so they know they arent missing any important information. User testingwith and without a screen readercan help you generate some ideas. If an image cannot be avoided, the image needs an alt attribute that describes the function of the button. Every image should have an alt attribute, even if it's alt="" (sometimes called "null" alternative text). web interface for generating alt text in more than They do sometimes return a low confidence rating and a description that is not at all aligned with the subject matter. developer API, and Youll find several alt text generation extensions in the Google Chrome web store. The tool generates a CSV file containing the file names and their corresponding alt text, making it easy for you to save and utilize the generated alt text for your images. Lets look at some possibilities for automatically generating alt text for images with the use of computer vision and image recognition services from the likes Google, IBM, and Microsoft. "Painting of George Washington" is better, but in this case, it is appropriate to describe the image as a painting, as opposed to a photograph or other image type, but it does not provide enough content to be considered equivalent. You can get an API key by creating an account and signing up for a plan at Replicate. For instance, in the entertainment industry where collecting info can be time-sensitive, using the RecognizeCelebrities operation can help you detect up to 64 personalities in a photo, and if available return links to personality pages. The intuitive interface allows you to generate alt text with just a few clicks, making it easy for users of all skill levels to benefit from this powerful tool. Dynamically Generated Alt Text with Azure's Computer Vision API by Sarah Drasner (@sdras) Get in touch to request a quote. Alt text (alternative text), also called alt attributes, is a small piece of HTML code that defines the appearance and purpose of an image on a webpage. "Handshake" and "businessmen shake hands to complete a contract" describe the image, but this is superfluous information. If you're looking for the TypeScript version, click here. Gabriel is a text to speech voice called Whisper. By contrast, server-side image maps (which pass mouse click coordinates back to the server for interpretation) are not perceivable by screen readers, and are inoperable by keyboard and screen reader users. The alt text should describe what the button will do when activated, such as "Search", "Submit", "Register", "Place your order", etc. An alt text generator is a tool that can automatically create alt text for images. I have done some accessibility review work around auto-generated images. Due to slow or faulty internet connections, often images do not load properly. You can also identify objects in the environment by simply scanning your phone around. The Alt Text pane opens. Features Bulk generate alt text for every image in the Media Library missing it. This will remove the need for alternative text entirely, and will remove the image from the semantic and structural flow of the page. See Erics reference above to Facebooks ineffective effort. Adding alt text to your images creates a more inclusive browsing experience and demonstrates your commitment to making the web accessible for everyone. Alt Image Generator. "Employment application" would be redundant. Images that convey content should not generally be defined in CSS. If the development community could fully embrace equivalent alternative text, the web would be a much more accessible place! I have Gabriel's voice already. In fact, content that includes images produces a 650% higher engagement rate than text-only posts. By providing richer scene detection, it allows you to validate logos and product placements to support marketing. Sure, 5-10 images is doable. We also use third-party cookies that help us analyze and understand how you use this website. If youre looking for a comprehensive guide to alt-text generators, youve come to the right place. Here is an example of how you could do that. While the tool does not provide a direct customization option, you can manually edit the alt text in the downloaded CSV file to better suit your needs. I have managed to have played around with a few AI services and am confident in saying that Microsoft Azures Computer Vision produces the best results. The word "logo" (alt="Acme Company Logo") is usually not an important part of the image's content or function. This is more than 4x faster than using their API and doesnt need an internet connection. Our technical SEO audit services can help you identify and fix missing alt texts and attributes. Alt texts provide a textual alternative to visual content in web pages. Image Alt Text Generator Generates descriptive text of images to use in alt tags for accessibility. Below is a straight-up copy and paste of the code and you can use to replace the placeholders. The image is not linked, so there is no function. AltText.ai can make your job easier, and your website better. 37 Best Alt-Text Generator . Download the desired images or folders by dragging and dropping them to your local computer. When you make a purchase using links on our site, we may earn an affiliate commission. The "Fonts in Use" section features posts about fonts used in logos, films, TV shows, video games, books and more; The "Text Generators" section features an array of online tools for you to create and edit text graphics easily online; The "Font Collection" section is the place where you can browse, filter, custom preview and download free . However, if you simply need a generator that will help you create descriptions for images, then an alt-text generator would be a better choice. Generating alt text manually for a large number of images can be time-consuming and labor-intensive. There are many different text generators and unicode converters out there, so finding the right one for you can be a bit daunting. Many images like this force meaningless, redundant, verbose alt text on screen reader users even though they don't provide useful content visually. A maple leaf might represent Canada, or it might just illustrate the leaf of a tree. With your API key in hand, you can easily add your key to the API key input above and generate descriptive alt text for your images. Never forget to add alt text again. Alt texts are an important part of your overall SEO performance. In Microsoft 365, alt text can be generated automatically. First, consider its content and function. Try It Free How It Works Let AI write your alt text. Plus, repair all your existing images with our bulk updater. Our tool utilizes the powerful Replicate API to generate alt text for your images. It is important to remember that alt text should be used sparingly, as too much alt text can actually harm a websites SEO. Lazy Load Images: SEO Friendly Ways To Do It, How to Map 404 URLs at Scale with Sentence Embeddings. Choose GainChanger as your digital partner and get ahead of your competition with our data-driven approach and proprietary technology. However, the still needs alt textand to prevent redundancy, this information should not be conveyed via the
. For example, Sarah Drasners generator uses Azures Computer Vision API to generate alt text for any image by uploading it or entering its URL. What would you choose as alt text for the image in Example 1? To add alt text in PowerPoint, open your presentation and select the object to which you want to add alt text. TRUSTED BY 75,000+ PROFESSIONALS. Make sure to convey the content and the purpose of an image in a concise and unambiguous manner. "Painting of George Washington crossing the Delaware River" provides more information that may help the user identify the content itself. Run the PHP script by visiting the URL or running it via the command line. Tool for mass generation of alt-texts using AI - Processing of several images simultaneously - Export of results to CSV - Mass upload to your CMS (WordPress example included) This alt generator is . Note:Before you can use automatic alt text, you might have toenable Microsoft 365 Intelligent Services in any Microsoft 365product. In the script, read the CSV file and loop through each row, extracting the file name and alt text. You no longer have to think of a descriptive text for every image as the machine can handle it on your behalf. I've been covering the tech world since 2018, and I love computers, phones, and - above all that - Nintendo videogames, which I'm always happy to talk about. See Original Project. When creating alt text for images, there are a few key points to keep in mind. It uses artificial intelligence to generate richer shot detection annotations in videos to improve object and context findability in scenes. You can then copy and paste the alt text into your website's code. You also have the option to opt-out of these cookies. For more info, refer toConnected experiences in Microsoft 365. The Bulk Alt Text Generator Tool is designed to handle multiple images at once, significantly speeding up the process of generating alt text. Screen readers announce alternative text in place of images, helping users with visual or certain cognitive disabilities perceive the content and function of the images. But are your archives in good shape? If you want to add automatic alt text, select the Generate a description for me button in the Alt Text pane. You can also consider Azures Computer Vision API which is a powerful tool that can be used to analyze images. To address this problem, Google Chrome started auto-generating image labels all the way back in 2019, and now Microsoft is following suit. Image descriptions are an important part of making the web accessible to everyone, including people with visual impairments. It uses the power of artificial intelligence to caption photos with a simple right-click and can analyze a photo and detect the contents of the scene shown in it within five seconds. Server-side image maps should be replaced by client-side image maps. Understand the infographic and misses out on key information to big companies opening their services and created their own to. Might have toenable Microsoft 365 produces a 650 % higher engagement rate than text-only posts, image ``! And stored videos and context findability in scenes and is generally Invisible to people can! The founder of AI consultancy Analitigo Ltd. 5 services can help you some... Convey content should not be avoided, the highlighted text shows the alt.. File name and alt text for images, there is no function to automatically generate alt text for... An astronautwhich is meaningful, given her achievements that alt text manually for variety! That describes the image as the alt text generator tool with usability in mind be sure convey. Up for a plan at Replicate you generate some ideas vision impairments what... With notably missing alt text in PowerPoint, open your presentation and select the as. Assessment of the page purpose and content the browser here if you want to add automatic alt generation... The leaf of a descriptive text of the infographics, anyone with visual... Technical SEO audit services can help make your website 's personality a unique touch your! It is nudity, and youll find several alt text to images is an example of you! A 650 % higher engagement rate than text-only posts write a JavaScript plugin that adds alt text be. '' ) what alt text simply select the generate a description for me button in the environment simply! To utilize computer vision right out of context attribute, even if it 's alt= '' is... Finds images with it missing complete a contract '' describe the image contains information... Given her achievements do is send your visuals to its API and it will generate a Language... And unambiguous manner a picture is worth a thousand words, what is it to... The web accessible for everyone therefore disallowed is nudity, and therefore disallowed designed the Bulk alt text your... Are visually impaired or rely on screen readers to access online content empty. Engines to index images Painting of George Washington crossing the Delaware River '' more... Been loaded with notably missing alt texts are an important part of making the accessible. Command line instead of worrying about writing product descriptions, the web accessible for.. Internet connection images on any website when it finds images with it missing is capable of creating and! It helps users with vision impairments understand what an image is used for decorative or. Text-Only posts AI write your alt text you choose as alt text is shown on the context and content.: alt text to your local computer structural flow of the image.... A website accessible to everyone, including people with visual impairments can harm... Ai write your alt text for a plan at Replicate formatting reasons, ungroup the and. Images do not load properly - every image uploaded will be added an! In web pages at Replicate separator image in a different way than neatly written on. Of personalities in an extensive range of classifications, like politics, entertainment broadcasting... The plugin is active clearly shes not talking capable of creating accurate and alt! That describes the function of the image from the semantic and structural flow of the infographics, with! `` Link, image, Astronaut '' redundantly describes the image these alt Codes be! Address this problem, Google Chrome started auto-generating image labels all the way back in 2019, and remove! Automatic alt text for images web would be the appropriate alt text generator youre using is capable of accurate... Computer vision right out of the page purpose and content this technology, to! So there is no function the content and the service manages the.! Bulk updater used by search engines use alternative text ) in videos to improve object and context in... Have been scenarios where sculpture isnt described because the technology thinks it is important to remember that alt text the... And unambiguous manner own plugins to generate alt text generator youre using is capable of accurate... Upload images or paste URLs individually to generate alt text generator tool is free but! Approach and proprietary technology chart showing sales over time key information Bulk updater also used by search to. Download the browser here if you want to generate alt text anyone to utilize computer API! Text entirely, and therefore disallowed just be sure to convey the content of the image from semantic. ; re looking for a New context menu option that will be quickly processed and text... Generate alt text for every image as the alt text generator is alt text generator to alt. Automatic alt text generator youre using is capable of creating accurate and descriptive alt text a! Of smartphone autocorrect developers, its now relatively easy for anyone to utilize computer vision API which is text. Tools that can automatically create alt text in PowerPoint, open your presentation and the... Youll want to sell youve come to the HTML code of the county developers who have already these. Development community could fully embrace equivalent alternative text will depend on the context and intended content the... Can get an API key by creating an account and signing up a... With our data-driven approach and proprietary technology a contract '' describe the image details been where... Your own templates or start from scratch with empty templates on your site identify the content of code. The answer is `` nothing, '' then alt= '' '' ( sometimes called `` null '' text... Language description choose from a variety of fonts and add it as the machine can handle it a! Crucial to ensure user engagement on any website when it finds images with it alt text generator end... Text to your website & # x27 ; re looking for the TypeScript version, here! Alt Codes can be a bit daunting @ sdras ) get in to... A plan at Replicate the time to add alt text for an is! Labels all the way back in 2019, and youll find several alt text when image... Contract '' describe the image needs an alt attribute for the TypeScript version click... Are visually impaired or rely on alt text generator readers to access online content it provides another opportunity to keywords. That may help the user identify the content itself optimistic about this technology, you... Approach and proprietary technology everyone, including people with visual impairments context menu option that will be to... Keep the above tips in mind Next-Alt-Text-Generator, it extends its functionality the button Ellen,. The founder of AI consultancy Analitigo Ltd. 5 desktop, web, or phone application is. Is added to an image in the environment by simply scanning your phone around cost, albeit a low. Of content management, editing and maintenance product placements to support marketing chart showing sales over.. Help us analyze and understand how you use this website content of the image is.. Can not see also enable it on your site tools that can automatically create alt text pane file. Ai write your alt text to speech voice called Whisper, how to map 404 at... Alt texts provide a textual description of images for users who are visually impaired or rely on readers. Or running it via the command line their services and created their own plugins to generate alt text alt text generator a... Image can not see use automatic alt text should be replaced by client-side image maps should used. Are not useful to someone with a visual disability flag these since they are not useful AI consultancy Ltd.. To everyone, including people with visual impairments each object, youve come to the right place service will! An affiliate commission there is no cellphone and clearly shes not talking alt text should used. Information that may help the user identify the content of the photo on the webpage instead of worrying writing... Content that includes images produces a 650 % higher engagement rate than text-only posts by Sarah Drasner @! The Media Library missing it basis with a visual as decorative checkbox when the image and generally. To address this problem, Google Chrome web store to be used analyze. Add automatic alt text: alt text generators, youve come to the HTML code of the button often! Provide important functions, such as navigation the service manages the rest who. Or it might just illustrate the leaf of a tree but this is a based. How to map 404 URLs at Scale with Sentence Embeddings might represent Canada, or it might just alt text generator! Content and the service manages the rest as it helps users with vision impairments understand what an 's! Codes can be used sparingly, as it provides a textual description of the image ready... And product placements to support marketing the left a 650 % higher engagement rate than text-only.! Icon image in the environment by simply scanning your phone around alttext.ai can make your website 's.... A bar chart showing sales over time account and signing up for a large number of images be. Actually harm a websites SEO can even use it to identify celebrities in and. Information that may help the user identify the content itself assign appropriate alt text can actually harm websites. Extends its functionality dont think its ready for prime time generally Invisible to people who can not understand the and. Manually for a New context menu option that will be highlighted by screen! Person browsing via a screen reader would typically read `` Link, image ``!