AI BriefingStable Diffusion Performs Image Editing Instructions
Key point
This introduces an instruction-tuning methodology that enables Stable Diffusion to understand and carry out users' image editing instructions.
Details
This explores applying Instruction-tuning to Stable Diffusion, enabling image editing or transformation through commands such as "apply cartoon filter" together with an input image.
This approach extends the existing InstructPix2Pix strategy to also handle specific image transformation and low-level image processing tasks such as cartoonization and image deraining.
The main contents are as follows:
- The concept and motivation behind Instruction-tuning
- Dataset preparation and training experiment results
- Potential applications and technical limitations
The related code, pretrained models, and datasets are publicly available via Hugging Face.
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