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LD-ZNet: A Latent Diffusion Approach for Text-Based Image Segmentation

- Paper [Arxiv]   + Paper [Arxiv]     Code (coming soon)     AIGI dataset
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Method


We create a dataset consisting of AI-generated images which we name AIGI dataset, to showcase the usefulness of our approach for text-based segmentation on a different domain. We use 100 AI-generated images from lexica.art and manually annotated multiple regions for 214 text-prompts relevant to these images, as shown in Figure 3 above.

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The AIGI dataset is made public here: Google Drive Link