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PatrickWilliams44 avatar PatrickWilliams44 commented on June 20, 2024 2

Thanks for your patient answer. Now due to the limitation of my hardware device, I can only try to run it on the cpu. The loading time of the training process is relatively long. I will continue to have a deep understanding of this network. Thank you again for your guidance!

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yikaiw avatar yikaiw commented on June 20, 2024

Hi, thanks for your interest.

segmentation dataset: https://drive.google.com/drive/folders/1mXmOXVsd5l9-gYHk92Wpn6AcKAbE0m3X
image translation dataset: https://github.com/alexsax/taskonomy-sample-model-1

Both segmentation and image translation codes provide train and val splits:(https://github.com/yikaiw/CEN/tree/master/semantic_segmentation/data/nyudv2, https://github.com/yikaiw/CEN/tree/master/image2image_translation/data).

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PatrickWilliams44 avatar PatrickWilliams44 commented on June 20, 2024

Dear yikaiw:
Thanks for your reply! Do I need to combine the nyudv dataset containing "depth", "masks" and "rgb" with the nyudv2 dataset containing "train.txt" and "val.txt" in the same folder?

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yikaiw avatar yikaiw commented on June 20, 2024

It is not necessary. You can place the dataset folder (that contains "depth", "masks" and "rgb") to any path, as long as you modify the data path in

TRAIN_DIR = '/data/nyud' # 'Modify data path'

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