![]() Choose from seven stroke patterns to add a playful touch to your image! You can add creative effects like the Stroke Effect found on the bottom-right part of your screen. Apply Stroke Effects to the Cut Out Image PhotoDirector lets you do this very quickly with its easy-to-use interface. This is also a great tool if you’re a social media content creator or small business owner and you want to put cut outs of yourself, objects, pets, or products in multiple images to share online. If you’ve got a great shot of you and your friends, you can easily convert the image into a transparent background picture to use as a sticker or cut out in other pictures. With photo editing apps like PhotoDirector, there are lots of other quick, easy, and creative things you can do than simply removing a background from an image. So, you’ve removed that nasty background you don’t like. Also, this transparent PNG boasts a hefty weight of slightly over 1 MB.3 Pro Tips for Removing Backgrounds From Images When you prepare the delivery URLs for the resulting transparent PNGs, you might want to do one or both of the following:Īdd a solid or neutral background to the images and then optimize the updated images using Cloudinary’s auto‑format ( f_auto) and auto-quality ( q_auto) parameters to reduce file sizes with no loss in visual quality.Įliminate unnecessary white space in the transparent images, which still retain the original dimensions, and then center them within the updated dimensions To do that, just add the auto-cropping parameter, which tells Cloudinary to identify the visible items in the images and then resize and crop them around these foreground objects to the size and aspect ratio you request.įor example, the Background Removal Add-On returns this cute stuffed sheep without the table and wall in the background but with a lot of redundant white space on the right. While addressing those challenges, we at Cloudinary also focused on finding ways to optimize our algorithm to deliver the high performance our customers expect that means processing images of all sizes at scale. ![]() Separate the foreground as an alpha layer. For images slated for production, the segmentation maps of foreground versus background pixels must be near-perfect to achieve seamless background removal, e.g., proper segmentation of fur and hair requires meticulous processing.Ĭurrently, no large public dataset exists for accurate background removal, rendering it all the more difficult to acquire the quantity of media assets necessary for training neutral networks. Most neutral networks today produce only coarse maps through standard segmentation techniques. ![]() Identify the salient objects in the image to determine which objects to classify as foreground according to the context and scene composition. Behind the scenes, however, the Cloudinary engine must perform these three complex tasks:: Nowadays, neural networks are the “secret sauce” behind many segmentation tasks that enable state-of-the-art functionality for various applications, such as autonomous driving, medical analysis, and industrial planning.Īs shown above, erasing image backgrounds with Cloudinary’s add-on is simple for the developers who use it. Segmenting objects from images is a fundamental and well-studied challenge in the computer industry. You can then check if removal is still in progress and, if so, you might want to display a placeholder image or an in-progress animation until the process is complete. Cloudinary backs up the original for later retrieval, if required.For example, to have Cloudinary replace the the baseball JPG image above with a transparent PNG, you could run the following upload command: Loading code examplesĮven though background removal takes only a few seconds, if you plan to deliver the transparent image on your site or app immediately after upload, it’s a good idea to include the notification_url parameter in your upload or upload command, which activates a webhook that receives the removal status. When triggered in the method call, the add-on analyzes the image and then replaces the originally uploaded image with a transparent PNG containing only the foreground image. ![]() To apply the AI Background Removal Add-On to images during or after uploading them to your Cloudinary account, add the background_removal parameter set to cloudinary_ai in your upload or update command. Transparent Backgrounds Are Just a Parameter AwayĬloudinary is a robust media-management platform that leverages automation and deep-learning algorithms to simplify and accelerate workflows for website and app developers, from bulk uploads of raw photos to on-the-fly transformations for creating multiple media variants, optimizations, and responsive delivery to all devices. ![]()
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