Create your own Generative AI Text-to-Image API by Omer Mahmood

What is Generative AI? Everything You Need to Know

It’s also worth noting most publicly accessible AI platforms don’t offer the highest level of capability. Generating accurate text and quantities demands highly optimised and tailored networks, so paid subscriptions to more advanced platforms will likely deliver better results. It’s important to remember text-to-image and text-to-video conversion is a relatively new concept in AI. Current generative platforms are “low-resolution” versions of what we can expect in the future. In other words, the huge diversity of associations within the training data impacts the accuracy of quantities in outputs.

However, using GPT for character prompts is optimal, as it yields added detail when compared to user-generated prompts, and maximizes the potential of our model. In the future, generative AI models will be extended to support 3D modeling, Yakov Livshits product design, drug development, digital twins, supply chains and business processes. This will make it easier to generate new product ideas, experiment with different organizational models and explore various business ideas.

Write AI prompts the right way

Throughout his career, Cem served as a tech consultant, tech buyer and tech entrepreneur. He advised enterprises on their technology decisions at McKinsey & Company and Altman Solon for more than a decade. He led technology strategy and procurement of a telco while reporting to the CEO. He has also led commercial growth of deep tech company Hypatos that reached a 7 digit annual recurring revenue and a 9 digit valuation from 0 within 2 years.

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Simplicity is the key to success — it’s better to take little steps when writing the perfect prompt than over explaining and including words that don’t bring any value into your description. Share short and concise words rather than long paragraphs; you’ll notice the difference right away. Once you’ve got your four images, tweak some final details with a few clicks. In the next article in our Everything Yakov Livshits you need to know about Generative AI series, we will look at recent progress in Generative AI in the language domain, which powers applications like ChatGPT. DALL-E 2 actually includes another component that maps between different vectors in the representation space. The details are out of the scope of this article, but feel free to check out How DALL-E 2 Actually Works for more details.

Automatic1111 has finally released Stable Diffusion WebUI v1.6.0

The AI-powered chatbot that took the world by storm in November 2022 was built on OpenAI’s GPT-3.5 implementation. OpenAI has provided a way to interact and fine-tune text responses via a chat interface with interactive feedback. ChatGPT incorporates the history of its conversation with a user into its results, simulating a real conversation. After the incredible popularity of the new GPT interface, Microsoft announced a significant new investment into OpenAI and integrated a version of GPT into its Bing search engine.

generative image ai

This AI image generator relies on neural network technology using deep learning techniques and advanced algorithms to create the best quality images in no time. Moreover, the images you create with it will be accurate and detailed according to the prompt you use. Moreover, innovations in multimodal AI enable teams to generate content across multiple types of media, including text, graphics and video. This is the basis for tools like Dall-E that automatically create images from a text description or generate text captions from images.

Is Midjourney the best AI?

The industry is divided on it, but creative team experts believe AI image generators should be viewed as a tool in the arsenal of a designer. Craiyon is a completely free-to-use AI image generator, and it was formerly known as DALL-E mini. The creators of Craiyon are researchers from Hugging Face and Google.

Yakov Livshits
Founder of the DevEducation project
A prolific businessman and investor, and the founder of several large companies in Israel, the USA and the UAE, Yakov’s corporation comprises over 2,000 employees all over the world. He graduated from the University of Oxford in the UK and Technion in Israel, before moving on to study complex systems science at NECSI in the USA. Yakov has a Masters in Software Development.

  • The best part about Deep AI is that you can create unlimited images, and none of them will match.
  • Online communities such as Midjourney (which helped win the art competition), and open-source providers like HuggingFace, have also created generative models.
  • One of the most popular AI art generators on the market, Deep Dream is an online tool that enables you to create realistic images with AI.
  • Below are some frequently asked questions people have about generative AI.

The field has already led to an 82-page book of DALL-E 2 image prompts, and a prompt marketplace in which for a small fee one can buy other users’ prompts. Most users of these systems will need to try several different prompts before achieving the desired outcome. Generative Fill Online is here for fast and easy one-click image edits. Turn your images into standout content with thousands of beautiful templates for social posts, flyers, banners, and more — all included in our plan.

DALL-E 2 is an AI-powered image generator created by OpenAI, the makers of ChatGPT. The original DALL-E was released in 2021, and DALL-E 2, the updated version, was released in November 2022. Users enter text descriptions into the system, and the software spits out realistic, original images. The Microsoft-backed OpenAI has integrated DALL-E 2 into several platforms, including search engine Bing. It’s integrated into Bing Chat, Microsoft’s AI chatbot, and called the Bing Image Creator. OpenAI has limited DALL-E 2’s ability to create “violent, hate, or adult images,” by removing explicit content from training data.

Once you input the text into the interface of an AI art generator, it will create an image based on your input with the help of a machine-learning algorithm. The resulting image will be animated with different color textures and styles. It is a complex system that tries to recognize different patterns and make a prediction based on those patterns.

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When a user provides a natural language prompt, the AI considers this and will generate extending pixels that match the original and take the instructions into account. An AI-generated image of the prompt “A futuristic cowboy riding an elephant into space.” An AI-generated image of the prompt “President Biden giving a speech.”

Create with confidence.

Despite their achievements, however, there remains a puzzling disparity between what AI image generators can produce and what we can. For instance, these tools often won’t deliver satisfactory results for seemingly simple tasks such as counting objects and producing accurate text. An exciting feature of DALL-E 2 is the ability to expand an image beyond its original canvas, known as Outpainting. This is a fun way to create stunning landscapes or a wider image for a social media image or blog post. Choose from multiple images of realistic art pieces, an oil painting, or an illustration. Many tools offer options like upscaling, variation, and editing features like replacing an object or adding a particular theme to the generated image.

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16 global production facilities in 5 different countries running 24 hours per day… And the world’s hardest working staff running the show from Santa Monica, California. Use our AI image generator, above, to create AI images from text prompts and then transform those images into hundreds of AI print-on-demand products, below! Products are manufactured on-demand using your selected AI images and will be on their way to you in business days. A. With an intuitive user interface, Canva stands out as the most effective free AI graphic design generator tool. It includes several characteristics, such as the ability to produce visuals for different platforms, a huge selection of pre-made templates, plus numerous AI design tools.

generative image ai

One notable feature is the Explore and Community section which offers a searchable library and allows you to be inspired by different user’s creations. They offer over 20 AI models, from Stable Diffusion to custom community styles. Other providers, however, perform better in varying styles depending on the input given. Some even offer the possibility to select a specific style such as drawing, realism, fantasy, anime, and so on. After testing the AI image generator of various providers, several similarities and differences were observed. One of the best things about StarryAI is that it provides you with full ownership of the created images, which can be used for personal or commercial purposes.