You may have seen a lot of news over the past year about ChatGPT and other AI automated texturing. But words on a page (or screen) are far from the only way modern organizations and designers are using artificial intelligence. Tools like Stable Diffusion help you create stunning AI images for personal and professional use.
However, no image generation tool is perfect, not even perfect. For some reason, you may need additional tools to create realistic images.
Perhaps it’s the complexity of Stable Diffusion’s AI art generator, which can be very time-consuming. Or maybe you’ve been struggling to fine-tune the parameters needed to build high-quality images.
Regardless, you’re looking for another way to create AI-generated art. We come to the rescue with this guide to the top stable diffusion alternatives.
What is an AI image generator?
AI Image Generator is an application that creates images based on user text prompts.
AI models using deep learning make this text-to-image generation process possible. The model trains itself for all types of visuals and art styles, and can create original visuals based on this knowledge in just a few sentences. It also learns over time, improving its ability to produce high-quality images with continued and repeated use.
The AI automatic texture generation tool uses a diffusion model, an AI that breaks down the structure of the image it is evaluating. The model allowed them to create unique images with similar structures based on text prompts.
The popularity of diffusion image generation models has grown rapidly over the past year. Their ability to expertly create artwork or functional graphics and modify existing images makes it more important than ever to find an image generation system that suits your needs – whether it’s Stable Diffusion or an alternative.
What should you look for in a stable diffusion alternative?
Before we dive into the full list of Stable Diffusion alternatives, let’s take a look at the key factors to look for when choosing an image generator:
- Ease of use: Any AI tool for designers needs to be easy to learn. Even the most extraordinary image creation capabilities don’t matter if the app doesn’t work
- Speed of use: How fast is the AI image generation feature? Stable Diffusion is notoriously slow, so any alternative should prioritize speed
- Reliable AI: Whether the tool uses its own AI model or leverages an existing and already fine-tuned model, the tool should be reliable enough to consistently create stunning AI that matches the prompts. Visual effect
- Editing options: The right tools allow you to edit and adjust newly generated images during the creative process
- Clear usage rights: Even the most stunning images won’t matter if the software doesn’t have the ability to use the digital art after it’s generated
- A strong community: Stable Diffusion has a large community on networks like Reddit and Discord, so any alternative should offer similar opportunities to help with image creation and AI-first image editing
The best alternatives to stable diffusion in 2023
These are our top Stable Diffusion alternatives that leverage ever-improving AI technology to create stunning images based on your natural language cues.
1.Midjourney
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As one of the most well-known text-to-image generation tools, Midjourney is one of the most popular Stable Diffusion alternatives. It generates images from Discord chats, making AI art curation easy without any coding experience or expertise.
Midjourney Best Features
- Integrated bot provides prompts to help users generate digital artwork in minutes
- Its presence in Discord provides users with a strong community to participate in right from the start
- Favorites library helps you track and save your best generated images
- Pricing tiers enable users to create unlimited images for a single price
Midjourney restrictions
- It only works for users with an active Discord account
- Midjourney is relatively expensive compared to other diffusion models on this list
Midjourney Pricing
- Basic plan: $10/month
- Standard plan: $30/month
- Professional plan: $60/month
- Super plan: $120/month
2. Craiyon
by Craiyon
Craiyon is a user-friendly AI image creator perfect for beginners. Its simple text-to-image generation prompt allows you to choose from creating art, drawings, and photos. Unlike many of Stable Diffusion’s alternatives, it has a free pricing tier that allows you to test the image creator without any initial commitment.
Craiyon Best Features
- Negative hints allow you to be specific when generating images, such as specifying that existing images should not contain any technology
- Next Prompt uses ChatGPT to suggest new natural language queries based on your previous entries
- Integrated models help you see how AI-generated artwork will look on T-shirts and other merchandise
- There is no limit on the number of images that can be built in a pricing tier
Craiyon Limitations
- Limited server speed can make image generation unreliable during peak traffic times
- Its desktop-only text-to-image generation has no mobile app support
Craiyon Pricing
- free
- Supporters: $5/month
- Professional: $20/month
- Enterprise: Contact for Pricing
3. ArtSmart
By ArtSmart AI
ArtSmart AI is an innovative image generator that adds another layer of complexity thanks to a diffusion model. In addition to text prompts, you can upload your own graphics to help the engine learn and improve its output over time. Best of all, this artistic generative model accomplishes this feat while remaining one of the most user-friendly AI-based image generation options available.
ArtSmart Best Features
- Uploading images with text hints helps create more realistic images
- AI-first image editing optimizes your artwork after initial creation
- Assisted presets make it easy to create realistic images without much setup
- The ability to organize generated images into collections makes it easier to find them later
ArtSmart Limitations
- Some generated images may be off color resulting in wasted time and points
- Monthly subscriptions come with limited credits that you may run out of quickly, especially in the basic tier
ArtSmart Pricing
- Basic: $16/month
- Standard: $24.50/month
- Business: $32.50/month
4. Dall-E 2
by OpenAI
The Dall-E 2 is a top contender for the best alternatives to Stable Diffusion. The founders of OpenAI’s ChatGPT created it using a simple premise: enter your text prompt and you’ll get four images that provide different but unique interpretations of your prompt.
Dall-E 2 Best Features
- Outpainting allows you to continuously expand your image by scrolling horizontally and vertically
- Creating four options simultaneously makes it easier to produce artistic images that match your vision
- Frequent updates ensure your ability to generate images continues to expand with in vivo diffusion models
- It uses royalty-free photos so you can use all output for commercial use if you wish
Dall-E 2 Limitations
- It sometimes confuses or ignores long prompts when creating images
- Processing time may be longer than Stable Diffusion and some of its alternatives
Dall-E 2 Pricing
- 1024×1024 pixel images: $0.02 per image request
- 512×512 pixel images: $0.018 per image request
- 256×256 pixel images: $0.016 per image request
5. Invoke AI
By Invoke AI
Invoke AI is a unique image creator for creative professionals. In addition to using text prompts, it integrates AI generation capabilities with existing workflows to produce images that match your vision and professional needs.
Invoke AI Best Features
- It offers advanced image generation capabilities, including the ability for users to draw, edit and iterate on your creations
- Integrated canvas interface allows teams to work collaboratively to create images
- It integrates directly with design tools such as Photoshop and Illustrator
- Advanced security features protect your database and prompt history
Invoke AI Limitations
- Some text-only prompts may be inaccurate, so this image creator is best for more advanced work
- Diffusion models have fewer filters for potential or negative components than alternatives such as Dall-E 2
Invoke AI Pricing
- Community Edition: Free
- Standalone: $13/month
- Enterprise: Contact for Pricing
6. DreamStudio
by DreamStudio
DreamStudio uses the Stable Diffusion engine, but it’s still a viable alternative to generating images via AI. This is an excellent user-friendly open source tool that can generate images in any format using text and image upload prompts.
Industry giant Stability AI owns DreamStudio (formerly Stable Diffusion). This AI design tool helps create high-quality artwork for any purpose, including illustrations and photorealistic images. ?
Enter a tip or upload a photo and choose the style and size you want. DreamStudio will work quickly to generate many variations of your vision. The tool remembers your history so you can keep track of all your creations and revisit them later.
If you need to make changes to the image, go to the editor. It’s an infinite workspace with layers that allow you to add, remove and modify individual elements of your masterpiece. You can also increase the resolution of your images in seconds!
DreamStudio Best Features
- Extensive editing features allow you to enhance, expand or otherwise modify your images
- Cue memory helps you go back and improve previous prompts to create images
- API integration brings its diffusion model to your existing tools and workspaces
- It can generate up to 10 images from a single prompt
DreamStudio Limitations
- Logging in after using the free version will reset your prompt memory and require you to start from scratch
- It offers fewer presets and requires more extensive setup than most Stable Diffusion alternatives on this list
DreamStudio Pricing
- Points per 1 generation 18.100 USD
7. CLIP
Via CLIP
OpenAI combines the best of ChatGPT and Dall-E 2 to create CLIP. Unlike other tools on this list, CLIP can learn from natural language to create better, more comprehensive images. In other words, it’s not just an AI image generator like Stable Diffusion; it’s a tool that allows computers to actually “see” the internet and create better art as a result.
CLIP Best Features
- Its comprehensive neural network creates a more complete database than other options
- Integration with ChatGPT and Dall-E 2 leverages existing market-leading technology
- It provides an exponentially larger image database with approximately 40 billion images to draw on
CLIP restrictions
- CLIP is not a true image generator, so it is much more complex than most options on this list
- Usage only works for selected users as OpenAI optimizes the model
CLIP Pricing
- OpenAI has not yet provided pricing
8. Playground AI
by Playground AI
Stable Diffusion excels at creating images, while Playground AI excels as an automated image editor. Some general ability to create original artwork does exist, but the features that make it one of the best Stable Diffusion alternatives focus on modifying your existing artwork.
Playground AI Best Features
- It provides the ability to use text-based editing prompts by highlighting a certain part of the image and then writing how you want the application to edit that part
- Exclusion hints allow you to remove any unwanted elements from your image
- Hybrid image editing allows you to combine multiple existing images into a new original composition
- Mood board functionality allows easy collaboration with your team when creating a larger visual canvas
Playground AI Limitations
- It offers limited raw image creation options compared to other options
- The free version has waiting times during peak hours and limitations on quality and resolution
Playground AI Pricing
- free
- Pro version: $12/month
- Turbo: $36/month
9. Synthesia
by Synthesia
Not all visual objects are static. Synthesia is the best AI video generator on the market and has earned a spot on the list of Stable Diffusion alternatives. Just write some text, choose your visuals, and watch as the software creates an engaging video for your audience.
Synthesia Best Features
- Customize your videos with an extensive list of style templates and 140+ avatars
- Its intuitive interface is similar to presentation applications such as PowerPoint to ease the transition to using the generator
- Its built-in collaboration features enable you and your team to work together effectively
- It is a browser-based application that allows you to dynamically create videos from any device
Synthesia Limitations
- AI voices may sound synthetic and not as realistic as actual voiceovers
- Training an AI voice to accurately pronounce some uncommon words can be difficult
Synthesia Pricing
- Individual: $22.50/month
- Enterprise: Contact for Pricing
Other AI tools
The tools above may be great at generating AI images, videos, and more, but they’re not the only natural language processing playground. Artificial intelligence has entered the process of collaboration with 3D, providing modeling designers with AI automatic texturing tools. Developed using stable diffusion AI models to achieve automatic texturing of 3D models, improving designers’ rendering capabilities for 3D models.
Using the SDK development kit provided by DreamTexture.js automatic texturing development kit, users can freely develop their own automatic texturing tools. Only a few lines of simple code can complete the UV texture settings of 3D models. As follows:
//Write prompt words and other parameters
// After successfully starting the stable diffusion api, you can view the documentation at http://127.0.0.1:7860/docs
const params = {
prompt: 'monkey head, Brown hair, cartoon',//The more detailed the details of the required image, the closer the Stable Diffusion generation effect is to the description, and the less description, the more creative it is.
negative_prompt: 'blurry',//Content that is not expected to be generated by Stable Diffusion is used to exclude unnecessary elements.
denoising_strength: 0.85,//Denoising strength
cfg_scale: 15,//Text CFG scale
image_cfg_scale: 7,//Picture CFG ratio
steps: 10,//Number of sampling steps
sampler_index: 'DPM + + SDE Karras',
sampler_name: '',
};
dt.setTexture(scene, params).then((res) => {
console.log('Texture added successfully!');
});
The automatic texturing effect of the 3D model is as follows:
Case 1:
Figure 1 is the original model, Figure 2 and Figure 3 are the model after texture. Picture 2 prompt words: Realistic, photography, bottle, porcelain; Picture 3: replace ‘porcelain’ with ‘glass’
Improving your efficiency
Stable Diffusion may be a popular choice, but it’s not the only opportunity for generating AI art. A host of Stable Diffusion alternatives can help you add AI to your creative process, taking advantage of the latest AI art models to get your work done and increase your efficiency.
So what are you waiting for? Enter the DreamTexture.js automatic texturing development package and start using it today!
Reprint: 10 Best Solutions for Optimal Stable Diffusion in 2023 (mvrlink.com)