A while ago, people were getting excited about 3D visuals, VR and more. Now people are intrigued by AI-generated images – a technology where images are created solely by artificial intelligence. Prints are prepared using a text description.

Have you ever come across synthetic media? Yes, this is it. This is the term used for images which are neither photographed nor manually created. Instead of drawing the picture, its description in text format is presented to the artificial intelligence software, which converts words into images after analyzing their meaning.

Tools for AI-generated image

Many platforms provide these AI-generated images by using various algorithms and technologies. Let us compare a few of them here.

Stable Diffusion

Stable Diffusion is a latent text-to-image diffusion model capable of generating photo-realistic images given any text input, cultivates autonomous freedom to produce incredible imagery, and empowers billions of people to create stunning art within seconds. Stability AI released its open-source image generation model.

Stable Diffusion is easy to use, and the interface brings a good user experience.

  • It promises high-quality images in just a few clicks and a couple of seconds.
  • It is enabled with Graphics Processing Unit (GPU), perfect for running a quick sentence through the model and getting results back rapidly.
  • It also keeps an eye on the user’s privacy. No personal information is saved, neither the text nor the generated image.
  • One more feature to capture attention is freedom. The user is free to use Stable Diffusion, and there is no limitation on what can be entered.

How does it work? Most of the recent wave of ISMs use a technique called Latent Diffusion. The model learns to recognize familiar shapes in a field of pure noise and then gradually focuses on those elements if they match the words in the prompt. In Stable Diffusion’s case, Stability AI uses a subset of the LAION-5B image set, an enormous image scrape of 5 billion images from the internet. A recent dataset analysis confirms that Stable Diffusion takes many images from Pinterest and similar photo and video platforms. That, in return, influences the image generation capability of Stability Diffusion. Many artists have claimed that the images generated are similar to their work, which is a significant drawback of Stability Diffusion.

Dall E 2

In January 2021, OpenAI introduced DALL·E. One year later, our newest system, DALL·E 2, generates more realistic and accurate images with 4x more excellent resolution. DALL·E 2 is preferred over DALL·E 1 for its caption matching and photorealism.

  • DALL·E 2 is a new AI system that can create realistic images and art from natural language descriptions. It can combine concepts, attributes, and styles. Dall E2 is capable of creating imaginative images. Images beyond the original.
  • An exciting feature of Dall E2 is that it can make realistic edits to existing images.
  •  It can use shadows, reflections and textures to add and remove elements in an existing image.
  • Dall E2 can not just create and edit but also generate various versions of a given image inspired by the original.

Dall E2 started as a research project, but now its beta version is available to the public for use. Security has always been a crucial point for Dall E2. Safety measures are taken care of in many forms.

  • There is a check on the generation of violent and adult images. This behaviour is achieved by removing explicit data from the training set.
  • It has automated and human monitoring systems to guard against misuse.
  • Phased Deployment Based on Learning. It started with limited users and then made the beta version available for people in July 2022.

How does it work? It uses a process called “diffusion,” which starts with a pattern of random dots and gradually alters that pattern towards an image when it recognizes specific aspects of that image. Although Dall-E 2 is the superior successor to Dall-E, the former contains 3.5 billion parameters compared to 12 billion parameters in Dall-E.

Without going into too many architectural details, Dall-E 2 is a combination of three different models:

  • CLIP
  • A prior neural network
  • A decoder neural network

For now, it is enough to know that the decoder network generates images during inference. One can access Dall-E 2’s web UI by submitting a request on the official OpenAI website.

Midjourney

Midjourney

Midjourney describes itself as “an independent research lab exploring new mediums of thought and expanding the imaginative powers of the human species.” It is currently in open beta from July 12th, 2022. MidJourney is proficient at adapting basic art styles to create images of any combination of things the user wants. It has the upper hand in generating images based on themed fantasy or sci-fi. Dramatic lights and scenes from a video game can be made very attractively using Midjourney. Some advantages of using Midjourney would be:

  • High-quality images
  • Reasonable prices
  • Works of other users can also be seen

How to use Midjourney? So currently, Midjourney can be accessed only via the discord application as this image generation platform is fully discord based. One must have a discord account to use Midjourney.

  • To use Midjourney, go to their website. Moreover, click on Join the Beta. This will take the user to a discord invitation.
  • Once the user is redirected to the page, they need to accept the invitation by clicking on accept the invitation to Continue on discord.
  • The Discord app will not launch immediately. When it happens, go to the left menu and select the ship-like Midjourney icon.
  • To begin, use the newcomer’s groups. There would be some groups named “newbies-109”, etc.

Before beginning, keep in mind that the free trial is limited. Only around 25 photos can be taken with the free trial. For more creation, full membership will have to be purchased. Midjourney will create various versions based on the description. The user can select whichever they prefer and save it.

Airbrush: Generate AI-powered images – in 1 click.

Airbrush is another magnificent platform for image generation. Airbrush provides high-quality images for all. Gone are the days when people had to go through thousands of images to find the perfect one for their article, advertisement or project. Through the enhancement of Artificial Technology in the area of image generation, it has become convenient to generate images following a textual description.

Diving deep into the advantages of Airbrush, we come across these four problems and their one solution, Airbrush.!

  • It helps the user save money. Being cost-effective, Airbrush proves to deliver exceptional results.
  • Airbrush can be used from anywhere. It has become easy to get professional-looking images from the comfort of one’s home, office, or park.!
  • Professional images, without putting the time and monetary effort into any photoshoots.
  • Airbrush brings an easy-to-use, beautiful user experience.

Well, more exciting features are coming, not just the image description. User can even copy-paste their article, and Airbrush will create the most suitable image.

And not just text to the image; Airbrush can go the other way around. If writing a description for an image is time-consuming and tedious, share the image with Airbrush and voila, the description is all yours within seconds.

Not just image creation, Airbrush can very well enhance the detailing of the image and provide excellent results.

Pricing

Airbrush has two pricing editions. Free, and $9/month.

The free version provides these features:

  • 20 image credits
  • Image Upscaling
  • Blog Article Cover
  • Image-to-text converter
  • Image History
  • Public Gallery

Furthermore, the Paid version provides the following features:

  • Unlimited image credits
  • Image Upscaling
  • Blog Article Cover
  • Image-to-text converter
  • Image History
  • Public Gallery

According to G2’s reviews, “So, whether you are a team leader who wants to get the best from everyone, a graphic designer looking to push boundaries of creativity, a blogger/writer searching for that copyright-free stock photo, or someone who wants to earn selling NFTs, Airbrush is for you. ” Get Airbrush today.!

Conclusion

For a beginner, Stable Diffusion can be the top choice. It is easy to use and beginner friendly. Dall E2 can be a better choice for users who use image generation professionally. Furthermore, if users need to create dramatic, cinematic images, they should go for Midjourney. For the best experience of professional and creative images at effective pricing, go for Airbrush.!