AI image generator - Sketch-to-Image for designers

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Updated: March, 2024

AI image generators are revolutionizing the industry by taking simple sketches and transforming them into breathtaking images.  This groundbreaking technology is reshaping the way designers bring their visions to life.  Powered by ever-evolving algorithms, AI image generators harness the vast potential of machine learning to generate high-quality images from basic sketches. 

Designers can now experiment and iterate with ease, exploring diverse styles and aesthetics, all with the click of a button.  This innovation not only speeds up the design process but also opens up a world of possibilities, allowing for more experimentation and pushing the boundaries of creativity.  Gone are the days of spending hours meticulously refining sketches. AI image generators provide designers with a powerful tool that not only enhances their productivity but also encourages exploration and empowers them to create stunning visualizations like never before.  With this game-changing technology at their fingertips, designers can now bring their ideas to fruition with unparalleled efficiency and finesse. 

We’ve found 5 of the best sketch-to-image generators, using the latest AI models that you can immediately start to experiment with.


NVIDIA Canvas leverages AI to transform basic brushstrokes into lifelike landscape images. Accelerate background creation or hasten concept exploration, allowing you to dedicate more time to envisioning your ideas.

After crafting your perfect image, Canvas enables you to export your creation into Adobe Photoshop for further refinement or integration with additional art pieces. Moreover, with Panorama, your images can be transferred to 3D software like NVIDIA Omniverse™ USD Composer (previously known as Create), Blender, and beyond, for expanded creative possibilities.


Still in limited access, Roughly is an AI-powered web application that allows anyone to easily create beautiful art, even if they don’t have artistic skills. It uses AI to turn rough doodles and sketches into polished illustrations.

Tailored for both beginners and professionals, Roughly features an intuitive interface, making it accessible to creators at all skill levels.


Draw3D is an AI image generator designed to turn sketches and drawings into lifelike images. 

Users simply upload their sketch, and the tool seamlessly renders it into a realistic image. Compatible with various detailed sketches or drawings, from natural to mountain landscapes, Draw3D excels in transforming these into photorealistic visuals. 

Additionally, it has the capability to vividly realize animals, preserving the intricacies of their facial structures.

Vizcom AI

Vizcom uses cutting-edge AI technology to convert sketches and drawings into attractive concept illustrations. This platform enables users to either import their existing drawings or craft new ones directly within the app. To guarantee data security, all user files are securely stored in a dedicated cloud environment, protected with encryption during both transit and storage. Vizcom provides a range of access options, including both free and premium subscriptions, catering to the diverse needs of its user base.

Transform ideas to photorealistic renderings. Add a layer of realism that elevates your design concepts to a whole new level, at a speed that will amaze.

Canva — Generate art from sketch

Canva is a popular graphic design platform, renowned for its Sketch to Life app, a feature that employs artificial intelligence to convert drawings into realistic images. 

The app meticulously generates the details of a drawing and transforms it into a lifelike image.  Designed for ease of use, this user-friendly app is readily accessible from within the Canva platform.

Stable Doodle

Stable Doodle is a cutting-edge sketch-to-image tool powered by Stability AI, designed to transform sketches and drawings into incredible art or photos.  It utilizes the advanced Stable Diffusion XL image generating technology along with the T2I-Adapter, a condition control solution developed by Tencent ARC, for precise AI image generation. 

The tool features a simple drawing interface and allows users to create basic sketches, choose an art style, and generate visually appealing concept drawings. Stable Doodle is available on the Clipdrop website and app, offering both free and paid options, and aims to cater to a wide range of users, from novices to professionals​

AI image generators keeps updating

We will continuously update this list whenever new generators are available.

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