MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing

arXiv:2306.10012v3 Announce Type: replace
Abstract: Text-guided image editing is widely needed in daily life, ranging from personal use to professional applications such as Photoshop. However, existing methods are either zero-shot or trained on an automatically synthesized dataset, which contains a high volume of noise. Thus, they still require lots of manual tuning to produce desirable outcomes in practice. To address this issue, we introduce MagicBrush (https://osu-nlp-group.github.io/MagicBrush/), the first large-scale, manually annotated dataset for instruction-guided real image editing that covers diverse …

arxiv cs.ai cs.cl cs.cv dataset editing image replace type