Creative Images From Text: AI Guarantees Quality

At this rate, it feels like there’s nothing AI wouldn’t…

At this rate, it feels like there’s nothing AI wouldn’t do. A text to image AI generator can now turn words into images. These tools are the biggest trend in the world of artificial intelligence today. There are only three things certain in life – death, taxes, and AI breaking the boundaries of human possibilities.

Programming text
Photo by Max Chen on Unsplash

How Does a Text to Image AI Generator Work?

The question is really straightforward. A text to image AI generator follows a human prompt (text) to create an output (image). Artificial intelligence is the bridge that connects the human input (text) to the machine output (image).

The AI is trained with massive amounts of data. The data used for this includes a dataset that includes images that have captions. With time, the machine begins to recognize patterns and produce results. This process is known as machine learning.

The process is similar to how elementary school pupils learn. They start out as tabula rasa, devoid of any prior knowledge. With input (teacher’s instructions), they begin to understand patterns and gradually start showing signs of understanding the concept being taught. Therefore, a child’s natural intelligence is replicated in image generators through machine learning.

Implications of AI Text to Image Generator

The main implication of this program is the liberalization of image-making. Now you don’t have to be a skilled artist to create images. The only thing limiting your access is your language skill and the limitations of the machine.

In addition, these new machines don’t necessarily mean it is the end for traditional art makers. They stand to gain a lot from these programs. Adding them to their work process could help speed things up.

Examples of Text to Image AI Generators

There are already a few players in this nascent industry. However, not many come close to the duo of Google Imagen and OpenAI’s Dall-E.

Google Imagen

Google describes Imagen as “a text-to-image diffusion model with an unprecedented degree of photorealism and a deep level of language understanding.” Imagen draws on the power of large transformer languages to understand texts. It also depends on the strength of diffusion models in high-fidelity image generation. 

People can’t use Imagen yet. According to Google, text-to-image research still faces a lot of ethical challenges. For example, the heavy reliance of researchers on large uncurated datasets means the datasets reflect stereotypes and oppressive viewpoints.

However, Google showcased some images generated with Imagen, and they are quite impressive. It’s hard to give an objective assessment since Google is only showing the best images. Nevertheless, people can expect this technology to get better with time.

Images generated with Google's AI text to image generator.
Google Imagen

DALL-E

OpenAI announced DALL-E in 2021 and has gone one better with DALL-E 2. DALL-E is a neural network based on the GPT3 model. It can create images from text captions expressible in natural language. 

DALL-E 2 is an upgrade on DALL-E. It can make realistic edits to existing images from natural language prompts. It is capable of adding and removing elements while taking shadows and reflections into account. DALL-E 2 uses a “diffusion” process to create images. It starts with a pattern of dots that are changed gradually to an image.

Like Google Imagen, it isn’t available to the public yet. However, the array of images released shows that it is worth the excitement. The image below was created with this prompt: “An astronaut lounging in a tropical resort in space in a photorealistic style.”

An astronaut lounging in a tropical resort in space in a photorealistic style.
DALLE-2

Conclusion

The introduction of text to image AI generators means programmers have finally succeeded in turning the internet into a paintbrush. These tools can generate images with only a few lines of text.

This new development has the potential to change the face of art making, considering the relative ease it brings. While it is still too early to predict what the future holds for these AI tools, one can be hopeful of its positive impact. AI has made life easier in various aspects of human endeavor. A good example is the use of AI in writing and content creation. AI programs like INK have made writing easier without phasing out writers.

Frequently asked questions

Are AI generated images copyrighted?

Copyright protection is not applicable to these images under US copyright law. As an exception, only “original works of authorship” are considered. According to a US Copyright Office report, “to be considered a work of authorship,” a piece must be created by a human being.

Why is AI important to the future?

Artificial Intelligence is important because it forms the basis of computer learning. AI has the ability to harness large amounts of data and use their learned intelligence to make intelligent decisions and discoveries in fractions of the time humans would require.

What are the benefits of artificial intelligence?

  • By having AI, you can reduce the time needed to complete a task.
  • AI runs 24×7 without interruption or breaks and has no downtime.
  • Automation allows the execution of past complex tasks without significant costs outlay.
  • There are numerous advantages to utilizing AI in the workplace.

How does text to image work?

By using text-to-image models, people provide a text description, and the models produce images matching the description as closely as possible.

How do I make an image in Illustrator?

How AI is used in art?

Artificial Intelligence wasn’t initially applied to art as an artist but rather as an impersonator. A technique called style transfer uses deep neural networks to replicate, recreate, and blend styles of artwork, using AI to understand existing pieces.

Is AI art really art?

Agents in AI are not creating art; rather, they are replicating real art. For instance, these CAN agents were trained on tens of thousands of original artworks created by humans. When a CAN agent creates a new image, it is not drawing upon its conscious or unconscious experience.

How would you describe artificial intelligence?

The artificial intelligence phenomenon occurs when machines simulate human intelligence in computer systems, especially AI. A few applications of AI include expert systems, natural language processing, speech recognition, and machine vision.

What is AI images?

Adobe Illustrator is the proprietary file type for vector images released by Adobe. Standard vector image file types are PDF, EPS, and SVG.

What is the best free Ai Art Generator?

  • DALL-E 2. Our list of the 10 best AI art generators contains DALL-E 2, developed by OpenAI.
  • Artbreeder
  • Big Sleep
  • Deep Dream Generator
  • Fotor
  • StarryAI
  • DeepAI
  • NightCafe. The AI art generator NightCafe is one of the biggest names in the industry.

What is AI artwork?

Art generated by artificial intelligence refers to art created with artificial intelligence. A field of computer science that focuses on building machines that mimic human intelligence or even simulate the human brain through algorithms.

Can I sell AI generated art?

AI has raised even more questions for us. On the DALL-E 2 waitlist, OpenAI will give one million subscribers access to the AI art generator, and now they can sell the images their prompts generate.

How do I create an image from text?

  • A Free Text-to-Image AI Converter (Web) by Nightcafe.
  • Text to Image AI Art with Granular Control with Starry AI (Web, Android, iOS).
  • Dall-E Mini (Web): Get a taste of the Famous OpenAI Dalls-E.

Why is AI so important?

AI allows organizations to make better decisions, improving core business processes and increasing both speed and accuracy of strategic decisions.

How do you morph a picture?

Click “Filter” in the top menu bar, and select “Liquify” from the pop-up menu that will appear. Click on the areas you want to change by left-clicking. Click the regions of the image you want to change by using the mouse cursor (now a circle).

Creative Images From Text: AI Guarantees Quality

Abir is a data analyst and researcher. Among her interests are artificial intelligence, machine learning, and natural language processing. As a humanitarian and educator, she actively supports women in tech and promotes diversity.

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