Text-based Image Editing

3 papers with code • 0 benchmarks • 0 datasets

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Most implemented papers

Versatile Diffusion: Text, Images and Variations All in One Diffusion Model

shi-labs/versatile-diffusion 15 Nov 2022

Through our experiments, we demonstrate that VD and its underlying framework have the following merits: a) VD handles all subtasks with competitive quality; b) VD initiates novel extensions and applications such as disentanglement of style and semantic, image-text dual-guided generation, etc.

InstructPix2Pix: Learning to Follow Image Editing Instructions

timothybrooks/instruct-pix2pix 17 Nov 2022

We propose a method for editing images from human instructions: given an input image and a written instruction that tells the model what to do, our model follows these instructions to edit the image.

EDICT: Exact Diffusion Inversion via Coupled Transformations

salesforce/edict 22 Nov 2022

EDICT enables mathematically exact inversion of real and model-generated images by maintaining two coupled noise vectors which are used to invert each other in an alternating fashion.