Author Topic: Lunar Landscape Dataset (~10k images) with segmented ground truth  (Read 136 times)

Offline Graphoplex

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Hello everyone,
I thought I would share this dataset I made recently, perhaps some of you will be interested: https://www.kaggle.com/romainpessia/artificial-lunar-rocky-landscape-dataset

Basically, this is a 10,000 image dataset of somewhat realistic lunar landscapes. As I am an engineer and not an artist, the realism leaves to be desired (both for the ground and for rocks), but the purpose of the dataset is that I also provide the "ground truth" equivalent to the Terragen renders (see picture attached). In other terms, this allows anyone to perform machine learning tasks on "realistic" lunar environments in order to detect rocks.

I hope to see more people use Terragen for scientific purposes in the future, because there is a lot of potential for creating more datasets that don't have real-world equivalents!

Offline bobbystahr

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Re: Lunar Landscape Dataset (~10k images) with segmented ground truth
« Reply #1 on: May 29, 2019, 03:00:08 PM »
Brilliant and although I have no personal interest in outer space related data there are more than a few here who are and from your sample pic it seems quite a good share...thanks...
something borrowed,
something Blue.
Ring out the Old.
Bring in the New
Bobby Stahr, Paracosmologist

Offline Oshyan

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Re: Lunar Landscape Dataset (~10k images) with segmented ground truth
« Reply #2 on: May 29, 2019, 07:50:05 PM »
Cool! Love seeing unique uses of Terragen like this.

- Oshyan

Offline DocCharly65

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Re: Lunar Landscape Dataset (~10k images) with segmented ground truth
« Reply #3 on: May 30, 2019, 05:56:20 AM »
Cool!  - I hope I'll remember this!

Offline ajcgi

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Re: Lunar Landscape Dataset (~10k images) with segmented ground truth
« Reply #4 on: May 30, 2019, 10:25:30 AM »
That is a whole heap of data.  :D

 

anything