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T2i Adapter Sdxl Canny


The t2i-adapter-sdxl-canny is an Image-to-Image model that modifies images using Canny edges. The model takes as input an image URL, a prompt describing the desired modifications, a scheduler, the number of samples, guidance scale, a negative prompt, the number of inference steps, adapter conditioning scale, and adapter conditioning factor. The output is a list of URLs to the preprocessed and final output images. The model manipulates the input image to match the provided prompts, creating a modified version of the original image.

Use cases

The t2i-adapter-sdxl-canny AI model is designed to modify images using canny edges, a popular technique for edge detection in image processing. This model could primarily be used to enhance, modify, or transform digital images according to certain prompts given by users. For example, it has the ability to transform an ordinary image into a "mystical fairy" image, offering opportunities for creative design and digital art-making. Beyond aesthetic or artistic uses, such AI model could also have potential applications in fields such as video game design, animation, advertising, virtual reality, or any visual medium requiring high-quality, distinct, and unique imagery. Film production companies could use it to generate artworks for their movie scenes, video game developers for enhancing game environments or character design, and advertising agencies for creating stunning and eye-catching visuals. Additionally, in the realm of AI research and development, this model could be specifically used to improve edge-detection implementations and the development of more sophisticated visual AI systems. In terms of practical products, this AI model could be integrated into photo-editing software or online platforms where users can upload their images and transform them based on their preferred prompts. Furthermore, it could be used as a built-in feature in smartphone camera applications or in social media platforms that usei filters and visual effects. Another potential product could be a standalone AI-driven visual design tool specifically used by digital artists or designers.


Cost per run
Avg run time

Creator Models

Inst Inpaint$?251
T2i Adapter Sdxl Openpose$?4,645
Lightweight Openpose$?1,442

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Summary of this model and related resources.

Model NameT2i Adapter Sdxl Canny
Modify images using canny edges
Model LinkView on Replicate
API SpecView on Replicate
Github LinkView on Github
Paper LinkView on Arxiv


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