Meta tags:
description=Efficiently analyze each hi-res image and find the best dimensions for embedding as responsive images in your site;

Headings (most frequently used words):

help, breakpoints, generation, resolution, ratio, settings, size, step, maximum, images, retina, art, direction, image, aspect, and, view, port, automate, responsive,

Text of the page (most frequently used words):
image (22), the (18), breakpoints (13), and (9), cloudinary (9), responsive (9), #images (8), for (7), upload (6), more (5), generate (5), 200 (5), best (5), developers (4), that (4), auto (4), gravity (4), aspect_ratio (4), fill (4), crop (4), transformation (4), 1000 (4), max_width (4), min_width (4), 20000 (4), bytes_step (4), true (4), create_derived (4), responsive_breakpoints (4), sample (4), jpg (4), uploader (4), 100 (4), original (4), size (4), generator (4), end (3), web (3), all (3), your (3), this (3), you (3), generation (3), tool (3), array (3), automatically (3), resolution (3), help (3), file (3), find (3), resolutions (3), easily (3), dimensions (3), optimal (3), sizes (3), tweet (2), mobile (2), enables (2), user (2), uploaded (2), want (2), learn (2), result (2), can (2), ratio (2), one (2), width (2), values (2), rather (2), than (2), based (2), solve (2), screen (2), devices (2), terms, service, privacy, policy, back, solution, related, needs, information, visit, com, powered, interactively, however, applications, involve, generated, content, dynamically, site, may, streamline, process, open, source, function, console, log, error, python, php, node, ruby, rails, use, cloud, programmatically, api, automate, smartphones, tablets, small, laptops, desktops, art, direction, aspect, view, port, include, double, dpr, retina, quantity, maximum, 85kb, 65kb, 45kb, 25kb, 5kb, step, 3840, 2180, 1080, 480, from, settings, select, predefined, generating, understand, technical, details, read, algorithmic, concept, offer, significant, reduction, are, analyzed, basis, creating, possible, create, picture, img, html5, elements, calculated, common, solutions, tend, fixed, set, disregarding, actual, saving, bytes, problem, our, breakpoint, uses, matching, each, advanced, algorithms, design, requires, determine, fit, their, website, helps, needed, viewing, experience, apps, variety, websites, even, most, modern, ones, often, struggle, with, selecting, match, various, they, compromise, either, number, time, these, issues, start, calculating, mathematically, haphazardly, different, not, enough, per, pixel, too, much, how, someone, choose,

Text of the page (random words):
responsive image breakpoints generator by cloudinary responsive image breakpoints generator v2 0 tweet easily generate the optimal responsive image dimensions one image for all screen resolutions and different devices is not enough an image per pixel is too much so how can someone automatically choose the optimal responsive image sizes learn more responsive websites even the most modern ones often struggle with selecting image resolutions that best match the various user devices they compromise on either the image dimensions or the number of images it s time to solve these issues and start calculating image breakpoints more mathematically rather than haphazardly responsive web design requires developers to determine the image dimensions that best fit their website this breakpoints generator tool helps developers automatically find the optimal image sizes needed for the best viewing experience in web and mobile apps on a variety of screen sizes common responsive image solutions tend to generate images based on a fixed set of image width values disregarding the actual saving in file size bytes to solve this problem our breakpoint generator tool uses cloudinary s advanced algorithms to easily generate best matching breakpoints for each uploaded image the algorithmic concept is to find image width values that offer a significant reduction in file size images are analyzed to find the best breakpoints on an image by image basis rather than creating all possible image resolutions and enables developers to easily create picture and img html5 elements based on the calculated breakpoints want to understand the technical details read more upload file generating breakpoints or select one of the predefined images breakpoints generation settings resolution help from to 50 200 480 1080 2180 3840 size step help size kb 5kb 25kb 45kb 65kb 85kb maximum images help quantity 3 10 18 25 33 40 retina resolution include double resolution dpr 2 0 images art direction image aspect ratio and view port ratio desktops original 16 9 4 3 1 1 2 1 21 9 3 2 2 3 3 4 9 16 9 21 1 2 100 90 80 70 60 50 40 30 20 10 small laptops original 16 9 4 3 1 1 2 1 21 9 3 2 2 3 3 4 9 16 9 21 1 2 100 90 80 70 60 50 40 30 20 10 tablets original 16 9 4 3 1 1 2 1 21 9 3 2 2 3 3 4 9 16 9 21 1 2 100 90 80 70 60 50 40 30 20 10 smartphones original 16 9 4 3 1 1 2 1 21 9 3 2 2 3 3 4 9 16 9 21 1 2 100 90 80 70 60 50 40 30 20 10 automate responsive breakpoints generation you can use cloudinary s api to upload your images to the cloud and automatically generate breakpoints programmatically ruby on rails node js php python cloudinary uploader upload sample jpg responsive_breakpoints create_derived true bytes_step 20000 min_width 200 max_width 1000 transformation crop fill aspect_ratio 16 9 gravity auto cloudinary uploader v2 upload sample jpg responsive_breakpoints create_derived true bytes_step 20000 min_width 200 max_width 1000 transformation crop fill aspect_ratio 16 9 gravity auto function error result console log result cloudinary uploader upload sample jpg array responsive_breakpoints array create_derived true bytes_step 20000 min_width 200 max_width 1000 transformation array crop fill aspect_ratio 16 9 gravity auto cloudinary uploader upload sample jpg responsive_breakpoints create_derived true bytes_step 20000 min_width 200 max_width 1000 transformation crop fill aspect_ratio 16 9 gravity auto this open source tool enables you to interactively generate responsive image breakpoints however for applications that involve user generated content of images dynamically uploaded to your site you may want to streamline the breakpoints generation process learn more powered by cloudinary is the image back end for web and mobile developers an end to end solution for all your image related needs for more information visit cloudinary com tweet privacy policy and terms of service