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AAnoosheh / ToDayGAN

http://arxiv.org/abs/1809.09767
BSD 2-Clause "Simplified" License
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How can I get the training data? #18

Closed Sweetclover closed 4 years ago

AAnoosheh commented 4 years ago

Hi,

You can download and process images from the Oxford RobotCar dataset yourself here: https://robotcar-dataset.robots.ox.ac.uk/datasets/

I used only cloudy/overcast weather conditions for my daytime images (due to sun overexposing the camera) and non-rainy weather for nighttime images (for consistency).

Sweetclover commented 4 years ago

Hope you are doing well! I think it is too hard for me to process such many images by myself. Then I think I can't train the network without the training data. Can you package the training data you use for us to download? I will thank you very much!

AAnoosheh commented 4 years ago

I wish I could, but there’s licensing issues with me redistributing it.

Also it was on a university server, from which I graduated over a year ago, so I couldn’t even access it for you if I tried.

AAnoosheh commented 4 years ago

You don't need to download them all, of course. Just like 2000-5000 per domain.

Sweetclover commented 4 years ago

Wish you a bright future！ I think it is a interesting and valuable work! Should I download 2000-5000 cloudy/overcast weather images as daytime images and 2000-5000 non-rainy weather images as nighttime images?

AAnoosheh commented 4 years ago

Exactly. You'll also need to run their undistortion script to turn the images flat from fisheye lenses.

Thank you!