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One of the most amazing features is the ability to condition image generation from an existing image or sketch.

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Following are features added that are not in original script. .

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This model uses a frozen CLIP ViT-L14 text encoder to condition the model on text prompts.

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Loopback, run img2img processing multiple times; XYZ plot, a way to draw a 3 dimensional plot of images with different parameters; Textual Inversion have as many embeddings as you want and use any names you like for them; use multiple embeddings with different numbers of vectors per token; works with half precision floating point numbers.

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A handy GUI to run Stable Diffusion, a machine learning toolkit to generate images from text, locally on your own hardware.

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Below is the code for resizing Python3.

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If you still have issues, try to make sure the image sides are multiples of 32.

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Saves prompt and parameter in filename, as well as in PNG metadata Can retrieve PNG metadata (just drop a PNG into the window) Supports img2img, even with drag-n-drop, adjustable init strength Right-click your output image to get a menu where you can copy the image or seed to clipboard.

imread ('meinv. It is important to keep in mind the original aspect ratio of the image (i.

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If you display an image inside a function, then make sure to keep reference to the image object in your Python program, either by storing it in a global variable or by attaching it to another object.