The consumption of high-quality visual content has increased tremendously with the advent of social media. Different sectors, such as real estate, tech companies, educational institutions, or NGOs, have some form of social media presence for self-promotion. These organizations have dedicated social media teams that create different kinds of text, audio, or visual content, of which images are an integral part.
However, it has become difficult for organizations to stand out in the crowded social media marketing landscape. This is where AI image generators can be useful, as they automate the creation of unique and specific images using artificial intelligence. Let‘s try to understand how AI image generators work and look at some of India’s best AI image generators.
What is AI Image Generator?
An AI image generator is a tool that uses artificial intelligence and machine learning models to create images. You can give text, image, or audio input to these platforms, and they will quickly generate a picture as per your imagination. AI allows you to quickly produce images that may or may not be close to reality. For example, you can give a text prompt to an AI image generator tool to create an image of a dog reading a book, and it will generate the required output image.
You can use the AI image generator solutions to edit your images by changing features like color, brightness, contrast, or size. Some AI-powered image generators also offer inpainting and outpainting services to help you add missing elements or extrapolate additional elements in an image. You can create abstract, animated, or realistic images by opting for a wide range of filters and effects provided by an AI image generator.
How Do AI Image Generators Work?
An AI image generator’s workings are based on neural networks (NN), a machine learning model consisting of artificial neurons mimicking biological neurons. Each neuron processes information and transfers it to the next neuron. All the neurons are connected to each other to form layers, which are categorized as input, hidden, and output layers.
As data moves through layers, the NN model learns to recognize patterns and features more precisely. Initially, the model identifies simple shapes and edges. When the input data moves through further layers, the models begin to understand more complex patterns like textures and colors.
You can fine-tune the NNs through a process called backpropagation, in which the model improves its outcomes based on earlier generated errors. Through continuous learning and fine-tuning, the NNs become efficient in producing accurate outputs.
Generative adversarial networks (GANs) have now become an integral part of AI image generators. GANs are unsupervised machine learning models comprising two neural networks: generator and discriminator. These models can generate artificial data identical to actual training data.
The generator creates images and tries to make them as realistic as possible. On the other hand, the discriminator compares these images to real images to check their authenticity and gives feedback to the generator. Using this feedback, the generator improves its functionality over time, producing highly refined images.
Top AI Image Generators in India
The AI generators are continuously evolving, simplifying the image generation process. Here are some of the best AI image generators in India that you can use to create your customized images in minutes:
DALL-E3
DALL-E3 is a popular AI image generator tool that helps you create high-quality images using text prompts. It is built on ChatGPT, the widely used AI chatbot developed by OpenAI. You can utilize ChatGPT while using DALL-E3 to get more refined prompts specific to your image requirements. You do not need permission from OpenAI to reprint, sell, or merchandise images you create with DALL-E3.
DALL-E3 has ensured that it limits the creation of images that are violent, adult, or hateful to promote the responsible use of AI. The platform is also testing an internal tool called provenance classifier to detect images generated using DALL-E3.
Adobe Firefly
Adobe Firefly, a product offered by the well-known software company Adobe, is a realistic AI image generator. This tool allows you to create highly artistic images by giving text prompts to its browser-based interface. You can streamline your images further by providing additional prompts to change the style, brightness, or color composition.
The Firefly AI model is the primary reason behind Adobe Firefly’s high efficiency. This model is trained on licensed images from Adobe Stock and public domain content. The latest Adobe Firefly Image 2 model understands text prompts better and recognizes cultural symbols. It offers a prompt guidance feature to help you auto-complete and write correct prompts to produce better images. As a result, you can utilize the Adobe Firefly Image 2 model to develop highly creative AI-based images.
Canva
Canva is a graphic design platform that assists you in developing interactive visuals and graphics for diverse purposes. It supports AI image generation apps like Magic Media, Imagen by Google Cloud, and DALL-E by OpenAI to facilitate AI-powered image generation.
All these apps are integrated into Canva, and you just have to enter text prompts in the platform’s interface to create your desired AI images. This saves the time required to search for the right, license-free images to enhance your reports and presentations. You can also crop, resize, flip, or add frames to your images using Canva’s built-in photo editor. Smaller artists and art students can use this free AI image generator solution to experiment with their assignments without worrying about budget.
Canva recently acquired Leonardo.AI and has used it to create a new AI image generator tool called Dream Lab. Leonardo AI is an AI-powered solution that allows you to create superior content by automating image and video generation. It utilizes the Phoenix AI model, which accurately follows your text prompts to produce exact image outputs. The platform also offers an Edit with AI feature to help you quickly edit images by giving short phrases as prompts.
Midjourney
Midjourney is a generative AI solution that enables you to create innovative visuals by giving text prompts to a bot. You can interact with this bot on the Midjoureny Discord server, or you can add the bot to your own Discord server.
Midjouney’s work is powered by LLMs and diffusion models. When you give Midjourney a prompt, the diffusion model adds it to its training image datasets. These prompts may contain some noise, which the model accepts and then reconstructs a new dataset by removing noise in reverse. The new dataset enables Midjourney to generate more accurate images aligned with the input prompts.
Ideogram
Ideogram is a free AI mage generator from text that helps you create innovative images, logos, and posters. It offers a ‘Magic Prompt’ feature that rectifies your prompts to make them more specific for accurate image creation. Ideogram allows you to create logos in different styles, such as graffiti, illustration, 3D rendering, or typography.
When you go to the Ideogram website, you will see some images that the platform had created earlier. You can edit and reuse these images according to your requirements. The platform offers four variants of an image, and you can select any of these and refine them further.
Factors to Consider While Choosing an AI Image Generator
AI image generators have transformed the process of creating visual content, making it more accessible. You can easily create desired images using AI tools whether or not you have an inherent creative talent. However, there are several AI image-generating tools, and to choose an effective tool, you need to consider the following factors:
Ease of Use
While selecting an AI image generator, you should consider how user-friendly the tool is and how easily you can integrate it into your existing workflow. Software with a simple interface is usually easy to navigate. You should look out for the availability of documentation as it helps you understand the functionalities of the tool. It is also beneficial if the platform has a strong user community that actively responds to your queries if you encounter any issues while using the image generator tool.
Customization Options
Ensure that the AI image generator you use offers several customization features, including various color palettes, styles, effects, and compositions. Adjusting these elements enhances the appearance of your images.
Output Quality
Choose tools that help you produce high-resolution and professional images. High-quality images appeal to the audience, increasing your content engagement. This also gives you a competitive advantage among the community of similar creators.
Cost and Licensing
You can opt for free or paid AI image generators after reviewing whether their price structure aligns with your budget. Some of these tools offer free trials, which you should utilize before investing your money. You should also ensure that the software allows you to use the images commercially, which might be essential for some of your projects.
Final Thoughts
AI image generators have emerged as an effective solution to boost creativity and efficiency among creators and amateur artists. This blog provides comprehensive information on what AI image generators are and how they work. It also enlists some of the top AI image generators used extensively in India by content creators to elevate their craft. You can choose an AI image generator from this list to create images according to your requirements for social media posts or marketing campaigns.
FAQs
What is the Difference Between Image Sourcing and AI Image Generating Tools?
Image sourcing tools help you search for and download images already available on the Internet. Some examples are Pixabay, Freepik, and iStock. On the other hand, AI image-generating software enables you to create a new image from scratch, depicting visuals that may or may not exist in reality.
Can AI art be copyrighted?
No, AI-generated art cannot be copyrighted. Unlike human artists, AI image generators are not the actual creators but are trained on image datasets produced by humans.
