Midjourney : Everything you need to know about the AI Artist

Midjourney is an AI image generator that creates images from textual descriptions. It is a research lab led by David Holz, co-founder of Leap Motion. Midjourney offers a more dream-like arty style to your requests and has a more gothic feel compared to other AI generators. The tool is currently in open beta and is accessible only through a Discord bot on their official Discord. To generate images, users use the /imagine command and type in a prompt, and the bot returns a set of four images. Users may then choose which images they want to upscale. Midjourney is also working on a web interface.

Founder David Holz sees artists as customers, not competitors of Midjourney. Artists use Midjourney for rapid prototyping of artistic concepts to show to clients before starting work themselves. Because Midjourney’s training set may include copyrighted artists’ works, some artists have accused Midjourney of devaluing original creative work. Midjourney’s terms of service includes a DMCA takedown policy, allowing artists to request their work to be removed from the set, if they believe copyright infringement to be evident. The advertising industry has also embraced AI tools such as Midjourney, DALL-E, and Stable Diffusion, among others, which enable advertisers to create original content and brainstorm ideas quickly.

Midjourney has been used by various individuals and companies to create images and artworks, including The Economist and Corriere della Sera. However, Midjourney has faced criticism from some artists who believe it is taking jobs from artists and infringing on their copyright. Midjourney has also been caught up in a lawsuit brought forward by a team of artists over copyright infringement.

To start using Midjourney, users need to have a Discord login and visit the Midjourney website to join the beta. Once accepted, users will receive an invite to the Midjourney Discord and can start generating images by typing /imagine followed by their desired prompt. Midjourney has not revealed much information on its background and training, but it is speculated that it uses a similar system to Dall-E 2 and Stable Diffusion, scraping the internet for images and text to describe them, using millions of published images for training.

The process Midjourney uses to generate images from textual prompts

Midjourney uses a text-to-image AI model to generate images from textual prompts. The Midjourney Bot breaks down the words and phrases in a prompt into smaller pieces, called tokens, that can be compared to its training data and then used to generate an image. A well-crafted prompt can help make unique and exciting images [0].

To generate an image with Midjourney, users must type a description of what they want the image to look like using the “/imagine” command in the Midjourney Discord channel. The more specific and descriptive the prompt, the better the AI will be able to produce good results. Midjourney will then create several different versions of the image based on the prompt within a minute. Users can choose to get alternative versions of any of these images, or to upscale one of them to a larger, higher quality image. Midjourney offers both fast and relax modes, with fast mode being necessary for max upscaling and producing more images in less time.

Midjourney’s AI model uses diffusion, which involves adding noise to an image and then reversing the process to recover the data. This process is repeated over and over again, training the model to add noise and then remove it again, ultimately creating realistic images by making small variations to the image. Midjourney has scraped the internet for images and text to describe them, using millions of published images for training.

Midjourney’s AI model is based on Stable Diffusion, which is trained on 2.3 billion image and text description pairs. By using the right words in the prompt, users can make nearly anything they can think of. However, some words are banned, and Midjourney has a list of these words to prevent black hat prompt-crafting. Midjourney’s Discord community is available to provide live help and lots of examples for users.

Usage and Image generation

To use Midjourney AI for free, you need to have a Discord account. If you do not have one, sign up for Discord for free. Then, visit the Midjourney website and choose Join the beta. This will take you to a Discord invite. Accept the Discord invite to Midjourney and choose to Continue to Discord. 

Your Discord app will automatically open, and you can select the ship-like Midjourney icon on the left menu. In the Midjourney channels, locate the Newcomer rooms, and select any of these to begin. When ready, type “/imagine” in the Discord chat for your newbies room. 

This will create a prompt field where you can type the image description. The more precise that you can be with your description, the better the AI will be able to produce good results. Be descriptive, and if there’s a particular style that you are looking for, include it in your description. Midjourney gives every user 25 trials to play with the AI. 

After that, you will need to enroll for full membership to continue. If you would rather not spend any money, it’s a good idea to take some time and think about just what you want to create on Midjourney. 

If you want, you can type “/help” to get a list of tips to pursue. It is essential to know about the list of banned words before using the Midjourney AI, as breaching the code of conduct will result in a ban.

/imagine command

The /imagine command is one of the primary commands in Midjourney that allows users to generate AI-generated images based on their prompts. Here’s how it works:

1. Users type the /imagine command into the Discord chat and add any parameters that they want to use.
2. The Midjourney AI algorithm analyzes the prompt and generates an image based on the input.
3. The generated image is displayed in the Discord chat, and users can provide feedback and refine their prompts using the Remix feature.
4. Users can also use additional parameters to adjust the style, version, and other aspects of the generated image.

The /imagine command accepts both image and text prompts. Users can add image prompts by providing a URL or media attachment for the images that they want to generate. Text prompts can include descriptions of the image that users want to generate, such as objects, backgrounds, and styles. Users can also add additional parameters to the command to adjust the version of the algorithm they want to use, enable the Remix feature, and more.

Examples of the types of images that Midjourney AI can create

Midjourney AI can create a wide range of images in various styles, including but not limited to:

• Illustrations for children’s books, such as the example of “A Piglet’s Adventure”.
• Realistic portraits of people, animals, and objects.
• Surreal and abstract art pieces that blend different elements and styles.
• Landscapes and cityscapes that can evoke different moods and emotions.
• Black and white photography with intricate details and cinematic effects.
• Images that depict futuristic or sci-fi themes, such as the example of an old woman half-made of robotic parts wearing a gas mask.

It is important to note that the quality and style of the images generated by Midjourney AI may vary depending on the quality of the prompts, the version of the algorithm used, and other factors. Users should experiment with different prompts and settings to achieve the desired results.

Combine images in Midjourney

To combine two or more images in Midjourney, you can follow these steps:

1. Choose the images you want to combine and upload them to Discord.
2. Copy the image links and add them to your /imagine prompt as image prompts.
3. Add “–v 4” to your prompt if version 4 isn’t activated by default.
4. Send the command and wait for the image to generate.

For example, to combine two images, you can use the following command: /imagine <image1> <image2> –v 4

You can also add additional text prompt information, including objects, the background, and the overall art style, to create an entirely new image with its distinct style. For example: /imagine <image1> <image2> , cartoon style, cheering crowd in background, Tesla logo on chest, –no suit –v 4

Midjourney also released a new feature called the /blend command, which makes it easier to blend up to five images without copying and pasting URLs. You can activate the /blend command by including the –blend flag in your prompt.

It is important to note that this feature only works with version 4 of Midjourney’s algorithm, and combining images does not require any additional text prompts, but adding more information will usually result in better images. Experimenting with art styles and fine-tuning images with Remix mode tends to produce the best results.

Combine more than two images

Midjourney allows users to blend up to five images using the /blend command. However, if users need to combine more than five images, they can use the /imagine command and paste the images’ public URLs in a row. To combine more than two images using the /imagine command, users can add more image prompts to the command. For example, to combine three images, the command would be /imagine <image1> <image2> <image3> –v 4. Users can add more image prompts to the command to combine more images. It is important to note that adding more information to the prompt, including objects, the background, and the overall art style, can help create an entirely new image with its distinct style. Experimenting with art styles and fine-tuning images with Remix mode tends to produce the best results

/blend command in Midjourney

The /blend command in Midjourney allows users to blend up to five images by adding easy-to-use UI elements straight into the Discord interface. Users can drag and drop images into the interface or select them straight from their hard drive. Users can also optionally choose the dimensions of the image they want to be generated. If users use custom suffixes, they can optionally add these at the end of the command, just like with any regular /imagine command. The Midjourney team designed the /blend command to effectively look at the “concepts” and “mood” of users’ images and then attempt to merge them together. Sometimes this will result in astonishingly appealing images, and in other cases, users will face horrifying visuals. However, the /blend command does not support text prompts.

There are limitations to the /blend command. The most obvious limitation is that users can only add up to five different image references. While the /imagine command will technically accept more than five images, the more references users add, the less important each one of them becomes. This is a general problem with problem dilution and not specific to /blend. The other major limitation is that the Midjourney blend command does not work with text prompts. This can be unfortunate for advanced users who rarely just blend two images. However, for users looking to create mashups, this limitation may not matter much.

Improving generation time

there are ways to improve or optimize the generation time for Midjourney AI image creation. Here are some tips that can help:

• Use specific and detailed prompts: Midjourney generates images based on the user’s prompts, so the more specific and detailed the prompt is, the better the results will be. This can also help reduce the time it takes to generate an image, as the AI algorithm has a clearer idea of what the user wants.
• Experiment with different quality settings: The –quality parameter can be used to adjust the quality of the image and the time it takes to generate it. Lower quality settings can produce images faster, while higher quality settings can take longer but produce better results. It is important to experiment with different settings to find the right balance between quality and speed.
• Use Relax mode: Subscribers to the Standard and Pro plans can use Relax mode, which does not cost any of the user’s GPU time but places jobs into a queue based on how much they’ve used the system. While wait times for Relax mode are dynamic, they generally range between 0-10 minutes per job. Using Relax mode can be a good way to optimize generation time, especially for users who generate a lot of images each month.
• Purchase more Fast Hours: Fast Mode is the highest-priority processing tier and uses the user’s subscription’s monthly GPU time. Users can purchase more Fast Hours on their Midjourney.com/accounts page, which can help ensure that their images are generated quickly and efficiently.
• Use Fast Relax: Fast Relax is a new feature in Midjourney that allows users to generate images faster by sacrificing some quality. Fast Relax mode generates images at around 60% quality, which can be a good compromise for users who want to generate images quickly but don’t want to sacrifice too much quality.

In summary, there are several ways to improve or optimize the generation time for Midjourney AI image creation, including using specific prompts, experimenting with different quality settings, using Relax mode or purchasing more Fast Hours, and using Fast Relax mode.

How accurate are the images generated by Midjourney’s AI model

The accuracy of the images generated by Midjourney’s AI model can vary based on the prompt and the quality of the training data. Users can improve the accuracy of the generated images by being specific and detailed in their prompts. The more precise and descriptive the prompt, the better the AI will be able to produce good results. Midjourney’s AI model has been trained on millions of images and text descriptions scraped from the internet, which can also affect the accuracy of the generated images. Midjourney’s AI model uses diffusion, which involves adding noise to an image and then reversing the process to recover the data. This process is repeated over and over again, training the model to add noise and then remove it again, ultimately creating realistic images by making small variations to the image.

Midjourney’s AI model is based on Stable Diffusion, which is trained on 2.3 billion image and text description pairs. By using the right words in the prompt, users can make nearly anything they can think of. However, some words are banned, and Midjourney has a list of these words to prevent black hat prompt-crafting. Midjourney’s Discord community is available to provide live help and lots of examples for users.

It’s worth noting that Midjourney’s AI-generated images have been the subject of controversy regarding copyright infringement and artistic originality. Some artists have accused Midjourney of devaluing original creative work, while others see it as a tool for rapid prototyping of artistic concepts to show to clients before starting work themselves.

How does Midjourney address concerns about copyright infringement and originality of the AI-generated images

Midjourney : Copyright infringement and originality of the AI-generated images

Midjourney has taken steps to address concerns about copyright infringement and originality of the AI-generated images. Midjourney carefully checks each prompt and image for any potential copyright issues, only using licensed or public domain content, and conducting further research or seeking permission from the rightful owner if there is any uncertainty. Midjourney also promotes responsibility among its users by encouraging them to respect copyright laws and to only use images and prompts that they have the right to use. If a user raises concerns about the source of a prompt or image, the platform takes swift action to investigate and remove any infringing content, in accordance with the Digital Millennium Copyright Act (DMCA) of 1998. The DMCA provides safe harbor provisions for online service providers, such as Midjourney, that act in good faith to remove infringing content when notified by a copyright owner. Midjourney also has a DMCA takedown policy, allowing artists to request their work to be removed from the set if they believe copyright infringement to be evident [2][4].

Midjourney’s approach to avoiding infringement is in line with Supreme Court cases such as Feist Publications, Inc. v. Rural Telephone Service Co., Inc. (1991), where the court held that originality, not novelty, is the key requirement for copyright protection, and Oracle America, Inc. v. Google LLC (2018), where the court held that the copying of an original work, even for a different purpose, can still be considered copyright infringement.

Midjourney’s AI-generated images have been the subject of controversy regarding copyright infringement and artistic originality. Some artists have accused Midjourney of devaluing original creative work, while others see it as a tool for rapid prototyping of artistic concepts to show to clients before starting work themselves. Midjourney’s terms of service include a DMCA takedown policy, allowing artists to request their work to be removed from the set if they believe copyright infringement to be evident

How does Midjourney ensure that all the licensed or public domain content used to create the AI-generated images is properly attributed

It is unclear how Midjourney ensures that all the licensed or public domain content used to create the AI-generated images is properly attributed. However, Midjourney carefully checks each prompt and image for any potential copyright issues, only using licensed or public domain content, and conducting further research or seeking permission from the rightful owner if there is any uncertainty. 

Midjourney also promotes responsibility among its users by encouraging them to respect copyright laws and to only use images and prompts that they have the right to use. If a user raises concerns about the source of a prompt or image, the platform takes swift action to investigate and remove any infringing content, in accordance with the Digital Millennium Copyright Act (DMCA) of 1998. 

Midjourney also has a DMCA takedown policy, allowing artists to request their work to be removed from the set if they believe copyright infringement to be evident.

It’s worth noting that Midjourney’s AI-generated images have been the subject of controversy regarding copyright infringement and artistic originality. Some artists have accused Midjourney of devaluing original creative work, while others see it as a tool for rapid prototyping of artistic concepts to show to clients before starting work themselves.

The rules that users must follow on Midjourney

Midjourney has a set of rules that users must follow to ensure a welcoming and inclusive community for all. The rules include [0][1][2]:

• Be kind and respect each other and staff. Do not create images or use text prompts that are inherently disrespectful, aggressive, or otherwise abusive. Violence or harassment of any kind will not be tolerated.
• No adult content or gore. Please avoid making visually shocking or disturbing content. Some text inputs are blocked automatically.
• Do not publicly repost the creations of others without their permission.
• Be careful about sharing. It’s OK to share your creations outside of the Midjourney community, but please consider how others might view your content.
• Any violations of these rules may lead to bans from the service.
• These rules apply to all content, including images made in private servers, using Private Mode, and in direct messages with the Midjourney Bot.

Midjourney also has a list of banned words that are not allowed in prompts. The banned words list includes words that are directly or indirectly related to violence, harassment, gore, adult content, drugs, or hate speech. Additionally, they do not allow prompts that include or are related to aggressiveness and abusiveness. If a word is on the banned words list or is even remotely related to a banned word, Midjourney will not allow the prompt. Midjourney users should replace banned words with similar, but allowed, words, avoid using any word that is even remotely related to a banned word, or consider using a synonym or alternate phrasing.

Midjourney banned words

Midjourney has implemented a filter that automatically filters and bans exact words or similar words listed in the banned words list. The banned words list includes words that are directly or indirectly related to violence, harassment, gore, adult content, drugs, or hate speech. Additionally, they do not allow prompts that include or are related to aggressiveness, and abusiveness.

The banned words list is not necessarily exhaustive, and there may be many more terms that are not on the list yet. Midjourney is constantly updating the banned word list, and the list is under constant revision and is not public. However, there is a community-managed list that users can access and contribute to if they like [0][1].

If a word is on the banned words list or is even remotely related to a banned word, Midjourney will not allow the prompt. Midjourney users should replace banned words with similar, but allowed, words, avoid using any word that is even remotely related to a banned word, or consider using a synonym or alternate phrasing. Midjourney users should always check the #rules channel before submitting their prompt since the team is constantly updating the banned word list [2].

Midjourney has a code of conduct, and users must follow it. The code of conduct is not only about being in the realm of PG-13 content but also being kind and respecting each other and staff. Violating the rules can result in a suspension or ban from the service. Midjourney is an open Discord community, and it is essential to obey the code of conduct. Even if users are using the service in ‘/private’ mode, they need to follow the code of conduct.

In conclusion, Midjourney has a strict content moderation policy, and they prohibit violence or harassment of any kind, adult content or gore, and visually shocking or disturbing content. They have implemented a filter that automatically filters and bans exact words or similar words listed in the banned words list, which includes words that are directly or indirectly related to violence, harassment, gore, adult content, drugs, or hate speech. Midjourney users should follow the code of conduct and check the #rules channel before submitting their prompt since the team is constantly updating the banned word list.

Banned words list update

Midjourney adjusts the banned words list periodically, and the list is under constant revision. The list of banned words is not public, but there is a community-managed list that users can access and contribute to. Midjourney strives to provide a PG-13 experience across its entire service, which is why words and content relating to violence, gore, harassment, drugs, adult content, and generally offensive topics are off-limits. The list of banned words is split into several categories covering the spectrum of topics mentioned above. It is important to note that the list of banned words in Midjourney is not necessarily exhaustive, and there may be many more terms that are not on the list yet.

Ban and suspension from Midjourney

Midjourney has a strict code of conduct, and users must follow it. Violating the rules can result in a suspension or ban from the service. However, it is unclear whether users can appeal a ban or suspension from Midjourney. The sources do not explicitly mention an appeals process or how to contact the Midjourney team regarding a ban or suspension. It is essential to follow the code of conduct to avoid getting banned or suspended from the service. If users have any concerns or questions regarding the service, they can contact the Midjourney team through their Discord server [1][2].

Can Midjourney generate images in specific sizes or resolutions?

Midjourney has specific default image sizes and resolutions that users can generate. The default image size for Midjourney is 512×512 pixels, which can be upscaled to 1024×1024 pixels or 1664×1664 pixels using the /imagine command on Discord. There is also a beta option called “Beta Upscale Redo,” which can upscale images to as much as 2028×2028 pixels, but it may smooth out some of the details.

Users can only upscale to the maximum resolution after completing at least the basic upscale of an image [1]. The maximum file size that Midjourney can generate is 3 megapixels, which means that users can create images with any aspect ratio, but the final image size cannot exceed 3,000,000 pixels. Midjourney’s resolution is good enough for basic photo prints, but if users want to print something bigger, they may need to use an external AI upscaler to achieve good results.

How does Midjourney compare to other AI image generators like DALL-E and Stable Diffusion?

According to the sources, Midjourney is an AI image generator that produces dream-like, artistic images based on textual prompts. It is compared to other generators such as DALL-E and Stable Diffusion. Midjourney is said to offer a more limited range of styles compared to the other two, but its images are consistently darker and more artistic. Midjourney appears to fall short of DALL-E and Stable Diffusion when it comes to photorealism [1][2].

Stable Diffusion is compared to Midjourney and DALL-E, and it is said to sit somewhere between the two in terms of ease of use and quality of output. Stable Diffusion offers more options than DALL-E, such as a scale of how closely the generator follows word prompts, plus options regarding the format and size of output. However, Stable Diffusion’s workflow side does not match DALL-E, which groups images together and offers collection folders. Stable Diffusion and DALL-E are said to produce similar shortcomings when it comes to photorealism, with both falling short of Midjourney’s Discord web app [0].

According to a comparison test by Fabian Stelzer, Midjourney has a consistently darker feel than DALL-E and Stable Diffusion. While DALL-E and Stable Diffusion generate more realistic images, Midjourney’s offerings have an artistic and dream-like quality. Midjourney is compared to an analog Moog synthesizer, with pleasing artifacts, while DALL-E is compared to a digital workstation synth with a wider range. Stable Diffusion is compared to a complex modular synthesizer that can produce almost any tone, but is harder to prompt. In terms of image resolution, Midjourney can generate images with a resolution of 1792×1024, while DALL-E is slightly more limited at 1024×1024. However, Stelzer notes that the answer to which generator is best is entirely subjective and down to personal preference.

DALL-E is known for producing more photo-realistic images, or even images that are indistinguishable from photos. It is said to have a better understanding or awareness compared to other AI generators. However, Midjourney is not designed to produce photorealistic images, but rather to produce dream-like, artistic images. Therefore, the choice between the generators ultimately depends on the user’s needs and preferences.

How does Midjourney’s limited range of styles affect its usability compared to DALL-E and Stable Diffusion?

According to the sources, Midjourney’s limited range of styles may affect its usability compared to DALL-E and Stable Diffusion. Midjourney’s images are said to be more aesthetically pleasing, but it offers a more limited range of styles compared to DALL-E and Stable Diffusion. Midjourney’s style is described as dream-like and artistic, while DALL-E is known for producing more photorealistic images that are indistinguishable from photos. 

Stable Diffusion is said to sit somewhere between the two in terms of ease of use and quality of output. Stable Diffusion offers more options than DALL-E, such as a scale of how closely the generator follows word prompts, plus options regarding the format and size of output. Midjourney is compared to an analog Moog synthesizer, with pleasing artifacts, while DALL-E is compared to a digital workstation synth with a wider range. Stable Diffusion is compared to a complex modular synthesizer that can produce almost any tone, but is harder to prompt [1][2].

DALL-E is said to be more flexible than Midjourney, capable of delivering a wider range of visual styles. DALL-E is also more adept at creating realistic, ‘normal’ photographs that wouldn’t be out of place in a magazine or corporate website. DALL-E also offers powerful tools that Midjourney doesn’t, such as in-painting, uncropping, and varying image uploads, which are crucial to the more inventive uses of AI art. DALL-E’s model is less opinionated, making it more responsive to style prompts, especially if that style is less immediately beautiful. Therefore, DALL-E is more likely to provide a precise reaction to a specific request, such as pixel art. DALL-E also offers a real web app, allowing users to work directly with DALL-E, which may be less confusing than installing Discord.

Compared to Midjourney, Stable Diffusion is said to be entirely free, making it more accessible to those who can’t afford to pay for an AI image generator. However, Stable Diffusion is only available as a Discord bot, and users need to apply to get access. Stable Diffusion is also said to be harder to prompt compared to Midjourney, which is easier to use due to its choice of aspect ratio and public gallery. Midjourney also offers automatic archiving, which saves all images, and a 2×2 grid of saved thumbnails, making it easier to manage work. Midjourney’s Discord app also works better on mobile than DALL-E’s website, making it easier to generate images on-the-go. Midjourney’s unique style is said to make it a great tool for generating a lot of pleasant images quickly, without needing to fine-tune the prompt too closely.

In conclusion, each AI image generator has its own advantages and disadvantages, and each person may have different preferences and needs. Midjourney’s limited range of styles may affect its usability compared to DALL-E and Stable Diffusion, but its unique style makes it a great tool for generating dream-like, artistic images. DALL-E is more flexible and adept at creating photorealistic images, while Stable Diffusion is entirely free and offers more options than DALL-E. Ultimately, the choice between the generators depends on the user’s needs and preferences.

Are there any significant differences in the output quality between the three AI image generators?

There is no specific mention in the sources of any significant differences in output quality between the three AI image generators (Midjourney, DALL-E, and Stable Diffusion). However, the sources do mention that each generator has its own strengths and weaknesses, and each may be better suited for different types of images or styles. For example, Midjourney is said to produce dream-like, artistic images, while DALL-E is known for producing more photorealistic images that are indistinguishable from photos. Stable Diffusion is said to be somewhere between the two in terms of ease of use and quality of output. Ultimately, the choice between the generators depends on the user’s needs and preferences.

Tips for choosing the best generator for a specific project or application

According to the sources, choosing the best AI image generator for a specific project or application depends on the user’s needs and preferences. The user should consider factors such as the type of images they want to create, the level of detail and realism they require, the ease of use of the generator, the availability of features such as in-painting, uncropping, and varying image uploads, and the cost of the generator.

If the user wants to create dream-like, artistic images, Midjourney may be the best option. If the user wants to create photorealistic images, DALL-E may be a better option. Stable Diffusion is said to be somewhere between the two in terms of ease of use and quality of output. Stable Diffusion offers more options than DALL-E, such as a scale of how closely the generator follows word prompts, plus options regarding the format and size of output. However, Stable Diffusion’s workflow side does not match DALL-E, which groups images together and offers collection folders.

The user should also consider whether the generator is free or requires payment, and whether it is available as a web app or a Discord bot. Stable Diffusion is entirely free and available as a Discord bot, while Midjourney and DALL-E require payment and are available as web apps or Discord bots.

Ultimately, the choice between the generators depends on the user’s needs and preferences. The user should research and compare the features and output quality of each generator before choosing the one that best suits their needs.

Midjourney alternatives.

As mentioned earlier, Midjourney is a popular AI image generator that creates images from text descriptions. However, it only offers 25 minutes of free computing time, which corresponds to roughly 30 images. If you are looking for a free alternative to Midjourney, there are several options available that you can try.

Here are some free alternatives to Midjourney:

• Craiyon: It is a free, open-source alternative that offers a good alternative to Midjourney.
• DALL-E: It is another image generator that is similar to Midjourney and is available for free. It is made by OpenAI.
• Jasper: It is a free and open-source image generator that can be used as an alternative to Midjourney.
• Wonder: It is a free and open-source image generator that can be used as an alternative to Midjourney.
• Invoke AI: It is a beautifully designed image generator with an intuitive UI that can be used as an alternative to Midjourney.
• Disco Diffusion: It is a cloud-based text-to-image system that is easy to use and can be used as an alternative to Midjourney.

If you are looking for something more specific or customizable, Stable Diffusion (SD) might be a good option [3]. However, SD requires more effort to get good results, and it is not as easy to use as Midjourney. Additionally, there are several other free text-to-image systems available, such as Wombo’s Dream, Hotpot’s AI Art Maker, SnowPixel, CogView, StarryAI, ArtBreeder, and ArtFlow.

In conclusion, if you are looking for a free alternative to Midjourney, there are several options available, such as Craiyon, DALL-E, Jasper, Wonder, Invoke AI, Disco Diffusion, and Stable Diffusion. These systems offer varying degrees of customization and ease of use, so you should try a few and see which one works best for you.