Artificial Intelligence has in-turn reduced the gap between humans and computers, or in fact machines. Apart from help and support artificial intelligence has expanded its capabilities to ultra-modern functioning, to voice assistance and one of the newest, image generation. Now, in today’s market there are various IT giants and startups as well who are coming up with their own image generation Gen AI application. Some of the top names in this artificial intelligence game are- Adobe Firefly, Getty Generative AI, not to forget Titan and Stable Diffusion by Amazon Bedrock!

Yes, AWS Bedrock has great large language models that enable effortless, quick and articulate image generation powered by innovative artificial intelligence capabilities. Read on to know how you can generate images in your Gen AI application with Bedrock.

Let’s look at the different ways of image generation with Amazon Bedrock!!

Amazon Titan and Stable Diffusion are the most extensively used large language models for image generation. They have different functionalities. But, we’ll discuss the common ways you can generate images rapidly and effortlessly-

Textual prompt

This method is similar to text generation. The language model generates images based on the prompt i.e. the query you enter and the image is the result based on search of your entered query. You can download the image and even make adjustments to different image dynamics and parameters.

Descriptive generation

This is the image generation method specific to Stable Diffusion XL. Here in you can get images generated by putting in short descriptions as prompts. The more concise and clear the description the more accurate will be the image result. It is highly advisable to keep a word limit of 20 to 50 terms for the most favorable results.

Alternative generation

Alternative generation as the name suggests is generation of alternative images or variations of the original image that has been updated. You can even add specifications and tweak to get assorted results for the image that you have uploaded. The variations are created as per the parameter values you set and prompt.

In-painting

This is not a direct image generation method, per se. In in-painting image generation you can remove, replace and make modifications that can be supported by prompts and setting up adjustments in the configuration box in the uploaded or an already generated image. This is more or less like an additional functionality of the primary image generation artificial intelligence function.

What can you do with image generation in Amazon Bedrock?

Artificial intelligence image generation generates images from neural networks and GANS. This artificial intelligence functionality can be used in any Gen AI application to be created in various industries ranging from art, marketing, design, town planning and more. Here are some highly beneficial use-cases of this innovative capability run on Amazon Bedrock-

Designing

You can create original or compiled graphics, logos, and different types of digital visuals in no time and that too effortlessly with just instructions, base images, short descriptions and adjusting configuration. It can also be used for animation and gaming graphics.

Marketing

This is a lesser but a very crucial use-case to reduce workload and manual dependency. To promote your business, brand or product you can create different marketing assets such as posts, ads, campaigns, flyers, posters and etc. with particulars in order to complete agile growth marketing tasks. You can even try creating mockups of your service or product & save on photo shoots, reeling and other graphic tasks.

E-commerce

You would’ve surely heard of or come across the try-ons feature on an e-commerce Gen AI application or website. Image generation can assist by generating images powered by artificial intelligence to give the try-on digital experience of a product or service and you can also show your product or service with high-quality product image along with presentation in different variants.

Real Estate

Did you know image generation has a very promising potential in different strata of real estate. You can use it for town planning to know how, where and what structure can be built where. Not just this interior designers, architects and engineers can also utilize it to know what each spot will look like and what all needs to be done. This will help in wise decision-making.

Training & visualization

We all at some point or the other been a part of simulation. Yes Amazon Bedrock can be used for its image generation to create supporting images that can be used for multi-industry employee training purposes as per the specifications and business set up. It can also be used in the entertainment and education sector amongst others to create digital visualization experiences apart from simulation used for training.