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wgcban / ddpm-cd

Remote Sensing Change Detection using Denoising Diffusion Probabilistic Models
https://www.wgcban.com/research#h.ar24vwqlm021
MIT License
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Data for pretraining the diffusion model #29

Closed zifuwan closed 1 year ago

zifuwan commented 1 year ago

Dear author,

Thank you for the great work which has intrigued me a lot. I would like to kindly ask if the data used for pretraining the diffusion model can be provided.

Best, Jeff

wgcban commented 1 year ago

Hi @Jeff001128 Thank you! We collected remote sensing images from publicly available RGB remote sensing datasets: LEVIR-CD (train-set), WHU-CD (train-set), DSIFN-CD (train-set), SeCo-100k images, and BigEarthNet images. Please download all the images from those dataset and dump inside a one folder prior to starting the diffusion training. Download links to some datasets can be found in my other repos like ChangeFormer, DDPM-CD, etc.