5 AI Based Image Generators You Should Know
5 min read
The creative community is buzzing with excitement about AI image generators. However, with so many options out there, it can be overwhelming to pick the best AI image generation tool. This article will guide you in choosing the right AI image generator by offering a balanced analysis of their strengths and weaknesses.
5 AI based image generators that you must work with
Artificial intelligence (AI) image generators have become extremely popular because they make the complex process of creating images much simpler. However, many AI-powered tools for generating images still need more diverse training datasets or may have limited features and integrations.
But, the following 5 AI based image generators are somewhat intriguing and loved by the top creators in the industry.
Let’s talk more about them.
Top 5 AI based image generators in the market
Here are 5 best AI based image generators you might love to play with.
- Stable Diffusion
Stable Diffusion, owned by Dream Studio, is the perfect place to let your creativity run wild. Plus, it’s really fast and effective.
With Stable Diffusion, you can easily turn text inputs into super realistic pictures. So, how does it work?
Stable Diffusion utilizes a cutting-edge latent text-to-image diffusion model. Although it's not solely based on the newest diffusion model, it leverages the fundamental principles to produce remarkable text-to-image conversions.For example, suppose you want to create an image of a dog driving a Mercedes car.
Stable Diffusion doesn't directly process the text input into the image. Instead, it follows a pattern –
Firstly, the model converts the text or prompt into a numerical depiction.
In this stage, the Stable Diffusion model adds noise to create a noisy image just like static on television.
Then the model turns to de-noising the processed image to remove noise and move towards perfection.
Finally, the model gradually creates a new image matching the text description.
Some advantages include – an open-source platform, free credits with a web app and super powerful and customizable
Some limitations – Needs a learning curve, editing tools may not be user-friendly.
- RunwayML
RunwayML is an applied AI research firm that is reshaping entertainment, the arts and human creativity. Since its founding in 2018, Runway has been developing cutting-edge solutions that make concepts a reality by pushing the limits of machine learning and artificial intelligence.
The company is known for introducing models for the real world, and the next evolution of generative AI including text-to-image generation. It has become a go-to tool for filmmakers and creative artists.
This AI-based image generator software uses deep-learning architectures within their GAN frameworks. So, you have better customization at your disposal.
The best part is that you can modify the image's settings to your preference by adjusting the prompt weight, style, medium, resolution, and mood.
Pros of RunwayML: video creation, easy to use, collaboration and custom storage
Cons of RunwayML: Limited credits for newbies, high pricing, no PNG support, no ProRes exports for videos
- Adode Firefly
Another excellent AI image generator that enables users to produce visual imagery from text prompts is Adobe Firefly.
Firefly is built upon a stand-alone generative AI online application, but it also includes creative workflows that are advantageous to both established businesses and startups.
Through the online app, users can access several aspects of Firefly, including Generative Fill, Text Effects, and Generative Recolor.
Although the outcomes are not always consistent, Firefly's Photoshop integration—specifically, the Generative Fill function—is noteworthy.
Advantages include – seamless integration with Adobe tools, free credits and a user-friendly interface
Disadvantages include – Varied outcomes, less efficiency with poor prompts, lack of photorealism
- Dall-E
DALL-E is an incredibly creative tool that can produce lifelike graphics using multi-image prompts or natural language descriptions. Users have a great deal of creative possibilities to realize their ideas thanks to this degree of versatility.
Anyone can start creating photos with DALL-E right immediately without needing to master a complicated interface thanks to its organized, straightforward layout.
During interpretation, DALL·E 2 generates CLIP text embeddings from CLIP picture embeddings, which are conditioned on by a previous model.
The most amazing part about Dall-E is that users can provide feedback to improve preliminary results, allowing for the manipulation of elements such as subject poses, backdrops, or lighting in later generations.
Benefits of Dall-E: User-friendly, customizable, cost-effective
Disadvantages of Dall-E: Less photorealism, less prompt text size, no self-experimentation
- MidJourney
MidJourney is another impressive AI based image generators that is used by a plethora of individuals from different sectors.
Using deep learning methods like generative adversarial networks (GANs), MidJourney trains neural networks on huge image datasets. This enables the technology to create new images that closely resemble the training data's style and content, resulting in incredibly lifelike graphics that are hard to tell apart from real photos or hand-drawn illustrations.
Designed to simplify and streamline complicated activities, MidJourney also provides a range of automation tools, such as the MidJourney Automator and MidJourney Downloader, in addition to the AI Image Generator.
Some benefits of MidJourney include – high-quality image output, versatility and active community support
Disadvantages of this tool – not cost-effective (as it is a SaaS tool), trial and error processing, less editing options
Wrapping up
AI-based image generation tools can help artists overcome creative roadblocks and explore new creative possibilities. They can be customized, used as a jumping-off point for initial concepts or brainstorming ideas, and more.
However, every tool has advantages and limitations of its own. The top 5 AI-based picture generating tools remain among the most widely used tools for creating images.
Definitely give them a try to see which one fits you the best. The fact that none of these tools are free of charge makes them all disadvantageous.
Please leave a comment below if you discover a useful tool that surpasses these five AI-based image creators. We hope to feature them in our upcoming blog post.