InstaGen: Generating Synthetic Datasets for Enhancing Object Detection Performance

InstaGen, a novel paradigm to enhance object detection capabilities by training on synthetic datasets generated from diffusion models, demonstrates superior performance over existing state-of-the-art methods in open-vocabulary and data-sparse scenarios.