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xiaofang007
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@xiaofang007 xiaofang007 commented Jul 29, 2025

Hi, I would like to ask whether I could contribute a new ICCV paper on aerial imagery (http://arxiv.org/abs/2507.20976) to this repo.
In this paper, we research the following:
(1) Identify challenges for large VLMs and generative models to understand and generate real-world aerial imagery.
(2) Explore using Stable Diffusion to generate synthetic images and automatically annotate them in order to improve cross-domain object detection performance in aerial imagery.
(3) Introduce two new annotated datasets for small vehicle detection in aerial imagery (data).
Thanks.

@robmarkcole robmarkcole merged commit e5964cc into satellite-image-deep-learning:master Jul 29, 2025
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@robmarkcole
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@xiaofang007 thanks! Can you make a PR for the dataset on https://github.com/satellite-image-deep-learning/datasets ?

@xiaofang007
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Hi Robin @robmarkcole, thanks for your help! So I have an inquiry regarding how I add our paper. Our two datasets serve as a similar function to Cars Overhead With Context (COWC) dataset since they also detect overhead cars. So do I add a bullet point under "Cars Overhead With Context (COWC)" or I add another section of our new datasets (Like first there is a title, and then an introduction and links)? Thanks.

@robmarkcole
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@xiaofang007 sure add under Cars Overhead With Context (COWC)

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