AI image generation tools are software applications that create images based on textual descriptions provided by users. Modern tools use generative diffusion algorithms to interpret the input text and generate detailed, realistic visuals.
By converting text into images, image generation tools allow users to produce high-quality visuals quickly. This technology is particularly useful for creating illustrations, and graphics, enhancing visual content in fields such as education, marketing, and digital art.
In addition to image generation, some tools offer image editing capabilities. Users can modify specific parts of an image by erasing the unwanted section and updating the description to reflect the desired changes (also known as ‘inpainting’). This allows them to precisely customize their images.
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Modern AI image generators translate text prompts into visual content through a process known as diffusion. These networks are exposed to extensive datasets of images paired with descriptions. The AI learns to recognize patterns and associations between the textual descriptions and their corresponding visual representations.
The image generation process typically starts with a random noise pattern that gradually evolves into a coherent image. The AI applies learned patterns iteratively, refining the initial noise based on the input prompt until it achieves a result that matches the description.
This method allows for the creation of diverse imagery, from realistic photos to abstract art, depending on how the model has been trained and the specificity of the text prompt provided by the user.
DALL·E 3 is an AI image generation tool by OpenAI, the makers of the GPT series of large language models (LLMs). Users interact with DALL·E 3 through ChatGPT or Microsoft Bing's AI Copilot. The tool uses the language understanding capabilities of GPT-4 to interpret user prompts and produce diverse images.
Source: OpenAI
How it works
After inputting a text prompt, DALL·E 3 processes the prompt through a series of neural networks designed to comprehend and visualize the text. It generates two to four image variations based on the prompt. Users can further refine these images by either providing additional instructions or using tools within the interface, such as selecting specific areas of the image for adjustments.
DALL·E 3 uses a highly optimized image synthesis pipeline that includes deep learning techniques to ensure that the outputs are realistic, varied, and creatively aligned with the prompts. This process allows for both general and specific edits.
Limitations of DALL·E 3
Pricing Details
DALL·E 3 is included as part of the ChatGPT Plus subscription, which costs $20 per month. This subscription allows users to generate images through ChatGPT, subject to a limit of 40 messages every three hours. DALL·E 3 can also be accessed for free via Microsoft Bing's AI Copilot, although this platform may have some functional limitations. The API pricing for DALL·E starts at $0.016 per image.
Midjourney is known for its ability to create coherent visuals with intricate textures and colors. Users interact with Midjourney through Discord, where they can generate, edit, and upscale images based on text prompts. The tool's community provides a source of inspiration and feedback.
Source: Midjourney
How it works
The Midjourney bot passes user inputs to the AI model, which interprets the prompt and creates four image variations. Users can then choose to upscale any of these images for higher resolution or request additional variations. The entire process happens within the Discord environment, with options for further refinement, such as blending multiple images or using specific parameters to control aspects like aspect ratio or style.
Midjourney's AI is designed to emphasize detail, texture, and color, resulting in images that are often more lifelike and aesthetically pleasing compared to other tools.
Limitations of Midjourney
Pricing Details
Midjourney offers a Basic Plan starting at $10 per month, which includes approximately 3.3 hours of GPU time, allowing for the generation of around 200 images. This plan also grants commercial usage rights for the generated images. Users can purchase additional GPU time if needed.
DreamStudio, developed by Stability AI, is built on the open-source Stable Diffusion model. It allows users to control various aspects of the image generation process. Users can adjust settings such as image size, prompt adherence, the number of diffusion steps, and the number of images generated.
Source: DreamStudio
How it works
DreamStudio allows users to select different versions of the Stable Diffusion algorithm, including the latest SDXL 1.0, providing flexibility in terms of output quality and style. The tool also supports advanced features like inpainting, where users can modify specific parts of an image, and outpainting, which extends images beyond their original borders.
Once all parameters are set, the AI processes the prompt and generates the requested images, which can then be downloaded or further edited.
Limitations of DreamStudio
Pricing Details
DreamStudio uses a pay-per-use credit system. New users receive 25 free credits, which can generate approximately 30 prompts or 120 images with default settings. Once the free credits are exhausted, additional credits can be purchased, starting at $10 for 1,000 credits. The cost per image varies depending on the model's power, image size, and the number of steps involved.
ImageFX uses Google’s Imagen 2 and DeepMind’s watermarking technology, SynthID, to produce realistic images, handling complex objects like hands. It is suitable for beginners who want to explore AI-generated imagery. Upon generating an image, users receive four variations to choose from. With features like expressive chips for prompt refinement and style suggestions, ImageFX provides an accessible platform for creative experimentation.
How it works
ImageFX operates through Google's AI Test Kitchen, where users generate images by typing prompts into a web-based interface. After signing in with a Google account, users can start with a default prompt or create their own. ImageFX utilizes "chips," which are keyword elements extracted from the prompt that users can modify to influence the style or content of the generated images.
Users can select from alternative keywords or manually adjust the chips to refine the image output. The tool generates up to four image variations per prompt, each of which can be viewed in detail, downloaded, or further edited. The interface also provides suggested keywords that users can click to quickly apply stylistic changes to their images.
Limitations of ImageFX
Pricing Details
ImageFX is free to use.
Adobe Firefly is a text-to-image generator that integrates with Adobe's suite of tools, particularly Photoshop. Users can try Firefly for free via the web or Adobe Express, but it works best within Photoshop. Firefly's capabilities include generating images from text descriptions, creating text effects, recoloring vector artwork, and adding AI-generated elements to existing images.
Source: Adobe
How it works
In Photoshop, users can employ the Generative Fill feature by selecting an area of an image and typing a prompt. Firefly then generates new content that seamlessly blends with the existing image, taking into account factors like lighting and depth of field.
The tool uses a combination of deep learning and Adobe's proprietary algorithms to produce images that match the user's prompt in style and content. Firefly also supports creating text effects, recoloring vector artwork, and adding AI-generated elements.
Limitations of Adobe Firefly
Pricing Details
Adobe Firefly offers a free tier with 25 credits for new users to explore its features. For ongoing use, the pricing starts at $4.99 per month for 100 credits. Firefly is integrated into Photoshop, which is available as part of the Creative Cloud Photography Plan at $19.99 per month. This plan includes 500 generative credits.
Craiyon, formerly known as DALL-E mini, is an open-source AI image generator that serves as an alternative to DALL-E 2. Despite its initial name similarity, Craiyon is not affiliated with OpenAI or DALL-E 2. Itl offers a similar range of functions as DALL-E 2, but with less precision in its outputs.
Source: Craiyon
How it works
Craiyon is a straightforward AI image generator that creates images based on text prompts. Users simply enter a description into the prompt box, and Craiyon's model, which is based on a simplified version of DALL-E's architecture, generates six image variations.
While the outputs may be less detailed and slower to render compared to more advanced tools, Craiyon's simplicity and open access make it a popular choice for casual experimentation with AI-generated imagery. The images can be downloaded directly from the web interface once they are generated.
Limitations of Craiyon
Pricing Details
Craiyon is available for free, offering unlimited prompts and generating six images per request. The free version is ad-supported, which may be distracting for some users. For an ad-free experience, Craiyon offers paid plans starting at $5 per month.
Generative AI by Getty Images offers a solution for generating stock-like photos, especially useful for businesses concerned about the legal implications of using AI-generated images. Accessible via a web-based platform through the iStock website, it produces images that closely resemble traditional stock photos, ensuring legal safety.
How it works
Generative AI leverages NVIDIA Picasso and Getty's stock image catalog for training, prioritizing lawful use and artist compensation. While it may not match the creativity and quality of other AI image generators like Midjourney or DALL·E 3, it can generate practical, business-friendly visuals.
Users enter text prompts, and the tool generates images that resemble traditional stock photos. The AI processes the prompts by referencing a carefully curated dataset, producing images that are suitable for business use while avoiding the inclusion of real people, trademarks, or any other legally sensitive content.
Limitations of Generative AI by Getty Images
Pricing Details
Generative AI by Getty Images is available through iStock, with pricing set at $14.99 for 100 AI-generated images.
When selecting an AI image generator, it's important to consider several factors based on your specific needs, technical skill level, and budget. Here's a guide to help you make an informed decision:
By evaluating these factors, you can choose an AI image generator that best aligns with your needs, whether it's for professional-quality imagery, casual experimentation, or business-focused content creation.
Visit gptscript.ai/ to download GPTScript and start building today. Check out this tutorial on using GPTScript to build an AI-powered YouTube title and thumbnail generator. As we expand on the capabilities with GPTScript, we are also expanding our list of tools. With these tools, you can create any application imaginable: check out tools.gptscript.ai/ to get started.