Recent progress in AI has enabled the generation of increasingly realistic synthetic images simply from text prompts. This has promising applications in fields like virtual environments and marketing. However, ethical issues around 'deep-fakes' and misinformation remain. AI-generated fake media could potentially spread propaganda or be used for deception.
Visual storytelling: AI image-generating tools could be used to create illustrations, storyboards, or comics that complement written narratives. This type of activity helps students visualise and better understand complex concepts, express ideas more effectively, and engage in interdisciplinary learning.
Concept visualisation: AI-generated images can bring abstract concepts to life, making these ideas more accessible through multiple modalities and in turn more engaging for students. Educators can use these tools to generate visual representations of historical events, scientific phenomena, or mathematical concepts.
Art and design projects: When lecturers allow, integrating image-generating tools into assessments will allow students to experiment with different styles, techniques, and media. This fosters creativity, innovation, and collaboration as students combine AI-generated elements with their own original work.
Module materials: Teachers can enhance materials such as presentations, assignments, and lessons with AI-generated images tailored to the subject matter. Custom imagery can make the content more visually appealing and engaging for students while scaffolding learning.
Brainstorming and idea generation: AI-generated images as creative prompts could also aid students to brainstorm, develop ideas, or engage in problem solving. Engaging with unexpected or unusual visual stimuli encourages out-of-the-box thinking and will allow students to approach tasks from fresh perspectives.
Visual communication: Image-generating tools can also be used to create infographics, data visualisations, or other graphical representations of information.
Previously known as DALL·E mini, the model of Craiyon earns concepts from images. Each time you enter a prompt, it will create unique images based on its current knowledge and will try to combine the concepts from your prompt in a creative way.
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Using Craiyon:
Is there anything you definitely don't want to see in the AI generated art, such as a hat on your drawing of Mozart painted by Van Gogh, in the “Negative Word” section, simply type out concepts you’d like Craiyon to avoid, like “hat”.
You can also influence colour, light of your AI images by adding the words you do not want to the negative words.
Microsoft Designer is another free online tool harnessing artificial intelligence for creative image generation that students can utilise. It also relies on neural networks, specifically DALL-E 2 model created by OpenAI, to transform text prompts into original images.
You can type a description of a visual idea and watch Microsoft Designer process language into detailed artwork. The conversational nature makes experimenting easy without needing image assets to start. Explanations like "an armchair in the shape of an avocado" are brought to life with imaginative realism for visual impact. There is also an option to refine and edit images further after the initial creation.
The entire process from text-to-image happens locally in the web browser for fast iterations. Microsoft Designer places an adaptable, leading-edge AI system directly into students’ hands for exploring the intersections of language and imagery powered by machine learning.
It’s an ideal example of powerful yet approachable artificial intelligence demonstrating capabilities.
Bing Image Creator is an impactful illustration of artificial intelligence in image generation made accessible to students. Also using the DALL-E 2 model developed by OpenAI, Bing Image Creator generates images from conversational text descriptions.
You can feed the model creativity prompts where concepts are represented visually with striking intricacy and composition in seconds. Bing Image Creator allows adjustments post-creation like cropping, zooming and alternative backgrounds to further refine the images into customized works of art.
You can easily spend hours exploring the creative space powered by the model, producing eye-catching works fuelled solely by your imagination.
NightCafe harnesses artificial intelligence to unleash creativity for image generation available to students.
Its cornerstone is leveraging neural style transfer to reinterpret images fed into the algorithm. You can upload an image from your device or web links and watch NightCafe transform it using a range of artistic interpretations from styles like “steampunk” and “fantasy” to the abstract. There are sliders to control aspects like intensity to customize the reimagined creation further.
NightCafe also allows image generation from text prompts by sourcing relevant images from the internet to filter into art reflecting the descriptions. The web interface makes jumping into AI-powered image creation frictionless without needing coding skills or expensive hardware.
You get 5 free credits a day to experiment with neural style transfers of your own photos or explore text-to-image generation bolstered by imagination.
NightCafe delivers an example of the creative boundaries pushed by artificial intelligence when processing images through machine learning algorithms trained on recognising patterns and aesthetics. The vibrant visual manifestations open engaging hands-on exploration of leading-edge technology.
Deep Dream Generator is a free online tool that leverages artificial intelligence to creatively transform images. It utilises neural networks originally developed by Google to apply imaginative styles, patterns, and distortions based on different training sets.
You can upload an image or choose from available banks to feed into the algorithm. Effects like “psychedelic”, “romantic” or “abstract” can be selected to style the image. There are also parameters to adjust aspects like brightness and saturation to influence the end result. The processing is handled locally in the web browser meaning fast turnaround.
Overall, Deep Dream Generator delivers an engaging, easy-to-use gateway for students to experiment first-hand with AI in generating artistically enhanced images without specialized skills, hardware or expenses. The striking visuals powered by the neural networks make for memorable explorations into machine learning capabilities.
It’s an ideal example of accessible image generation driven by artificial intelligence.
