Scribble Diffusion: What is It and a Detailed Review [2023]

What is Scribble Diffusion?

Scribble Diffusion is an open-source project that enhances raw sketches to refined images. It’s built using ControlNet, a neural network trained to detect edges or boundaries of objects in photos. Users can generate unlimited images on the platform to get their desired output.

Is Scribble Diffusion Right for You?

We recommend Scribble Diffusion if:

• You want to create fast generative art using unique scribbles
• You want to experiment with various scribble styles and text prompts
• You’re a digital artist looking to discover new art inspirations and styles using scribbles

Scribble Diffusion is not ideal for users who:

• You want more control over the image creation process
• You’re a non-artistic user who struggles with drawing accurate sketches
• You want a unique AI-generated image with personalized filters and effects

Pros & Cons of Scribble Diffusion

Pros

Cons

What Sets Scribble Diffusion Apart

Unlike other AI image-generating tools that use diffusion techniques, Scribble Diffusion has various input conditions, such as detecting key points or edges in the sketch to provide its AI with a deeper understanding of the elements and composition included in the sketch. It allows for more accurate image generation outputs. The app is also free, user-friendly, and open-source.

Key Features

Scribble Diffusion has a straightforward and easy-to-use interface, where you’ll be required to draw a raw scribble of any object, person, place, or animal you want the tool to create. It has a text prompt field where you can input a description of the image. You can enter specific elements, like colors, type of painting, or other objects you want to include in the photo:

For instance, we’ll use a cat, a default scribble from the site. However, we’ll input a more specific prompt, such as: “oil painting of a cat colored orange and white”. Here is its initial output:

We’ll ask the tool to regenerate the image, which produces the following image:

While it initially generated a literal image of an orange cat beside an orange fruit, the tool constantly produced a realistic image.

Another example that we can try is a scribble of two mountains with a sun behind them. We’ll enter the prompt: “abstract painting of a sun setting behind the mountains”. Here’s what it generated initially:

We’ll ask the tool to regenerate the scribble with the same prompt. Here’s the result:

It generated a more refined image the second time, depicting the scribble accurately.

Overall, we enjoyed generating images from our input scribbles and text prompts. However, it lacks photo customization features, which are needed for resizing the photo, adjusting its contrast, and other editing tasks.

Pricing

Scribble Diffusion is a free and open-source software that AI image generator hobbyists and digital artists can use for art inspiration. Users can access it via the tool’s official site.

Final Thoughts on Scribble Diffusion

Scribble Diffusion is an interactive AI image generator tool that enables users to create generative art using a scribble and a brief image description. We liked its scribble input, which allows digital artists to use the tool as a canvas for art ideas. It also offers unlimited image generation, making it an excellent platform for generative art hobbyists experimenting with various scribble styles.

We gave the tool an overall rating of 4.2/5, mainly due to its ease of use and speed in creating output images. However, the tool may generate fewer unique images since it's trained on existing images online. It also lacks photo editing features, which is a downside for users wanting to customize output photos.

We highly recommend this tool for digital artists and generative art hobbyists who desire to create art from scribbles.

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