What is Whisk AI?
Whisk AI is an image to image AI tool from Google Labs that generates new images by using uploaded photos as prompts instead of text. You drag in up to three reference images covering a subject, a scene, and a style. Whisk AI then combines those visual inputs into a single new image. The Gemini model reads each uploaded image and writes a detailed caption. Those captions feed into Imagen 3, which produces the final output. The generated image captures the essence of your references rather than replicating them exactly. You can view and edit the underlying AI-written prompts at any time. The image to image AI is built for rapid visual exploration across formats like digital plushies, enamel pins, and stickers. You can access Whisk AI via web on Google Flow.
Whisk AI Video
Features & Benefits
- Image-Based Prompting: use photos as the primary input for image to image AI generation instead of writing text descriptions.
- Subject Input: drag in a reference photo to define the main focus of the generated image.
- Scene Input: upload a background or environment image to set the visual context for the output.
- Style Input: provide a style reference image to guide the artistic direction of the generated result.
- Gemini-Powered Caption Generation: automatically converts each uploaded image into a detailed text description that drives the generation process.
- Imagen 3 Output: produces the final generated image using Google’s Imagen model.
- Prompt Viewer and Editor: view and edit the AI-written prompts underlying any generated image.
- Style Templates: select from preset style options including Sticker, Plushie, and Enamel Pin to guide visual output format.
- Image Download: save generated images directly to your device.
- Remix and Iteration: generate multiple variations from the same inputs and explore different creative directions.
What can Whisk AI do?
- Generate an image from three reference photos
- Create a digital plushie from a photo
- Make an enamel pin design from an image
- Turn a photo into a sticker design
- Combine a subject and scene image into one visual
- Apply a style reference image to a new subject
- Edit the AI-generated prompt behind an image
- Remix subjects scenes and styles into new images
- Generate multiple image variations from the same inputs
- Download AI-generated images
Real-World Applications
Image to image AI generation suits anyone who wants to visualize a concept without building it from scratch. A product designer might upload a photo of an object as the subject, a mood board image as the style, and a background photo as the scene to quickly mock up how a new concept could look. Whisk may create several usable directions in a short session, each one downloadable and ready to share.
Custom merchandise work is a natural fit for image to image AI. Uploading a character photo alongside an enamel pin style reference can generate a finished pin design concept. The same process works for stickers and plushies. Creatives exploring physical product ideas can use Whisk AI to generate visual drafts before committing to production.
Artists and illustrators can use Whisk’s image to image AI workflow to explore how different style references interact with the same subject. Dropping in a watercolor-style image alongside a portrait and a nature scene might yield surprising combinations that spark a new direction. The prompt editor lets you nudge the output further without starting over.
Content creators developing visual concepts for social media or digital campaigns may find image to image AI generation useful for rapid idea testing. Whisk AI can generate multiple visual takes on the same core idea quickly. Downloading and comparing outputs lets you evaluate directions before investing time in polished production.
