ZeST: Material Transfer

TEXTure

Project Entry: 2024-04-29

Date: 2024-04-29

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🚀 Goals

✅ Tasks

📝 Notes

Image-to-image

input image, output image with text conditioning. Positioning should be same, layout and objects should be similar. The mold is set.

Text to image

A Canny image is the result of applying the Canny edge detection algorithm to an image. This algorithm identifies the edges in the image by detecting areas with strong gradients, Use outlines to guide the diffusion to fill in

Illumination: Illumination refers to the lighting conditions affecting an object or scene in an image

Pose: refers to the orientation or position of an object or subject in relation to the camera Orientation: rotational aspect of objects in space. Facing or something. A very layout dependent attribute

1. Facilitating Complex Compositions:
   • In scenarios where the composition of the image is complex, having an edge map ensures that the model maintains the necessary separations and interactions between different components of the image. This is especially useful in detailed or crowded scenes.

Image Editing

Depends on what kinds of edits:

1. Base: The starting image serving as the foundation (could be background)