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FlexDataset

This repository contains the code and materials for our paper:
FlexDataset: Crafting Annotated Dataset Generation for Diverse Applications.

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Experiments

FlexDataset example

Examples of annotated data generated from FlexDataset with various MIMC (multi-instance and multi-category) configurations. Text prompts are created from generated scene using ControlCap (Zhao et al. 2024) for a fair comparison with T2D (text-to-data) methods (e.g., DatasetDM). Red: missed classes; Yellow boxes : blurred or overflowed classes.

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