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Cody Kesler
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Oct 27, 2018
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Provo, UT
· Joined Sep 2016
· Points: 0
Hi all!
I'm taking a Machine Learning class and our final project is to pick something cool and do it so
I've decided to try and teach a model how to draw a good climbing path along a new rock face.
To do this I need a fairly large dataset of rock faces without a route drawn on top and with a route drawn over it.
Does anyone know where I could find easy access to such files?
Thanks!
EX: Something like this and a picture without the route drawn on it.
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FrankPS
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Oct 27, 2018
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Atascadero, CA
· Joined Nov 2009
· Points: 276
What is a "dataset of rock faces"? Is that a photo of a rock face?
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Cody Kesler
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Oct 27, 2018
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Provo, UT
· Joined Sep 2016
· Points: 0
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Robert Hall
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Oct 27, 2018
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North Conway, NH
· Joined Aug 2013
· Points: 27,827
Cody: You say you need " a fairly large dataset of rock faces without a route drawn on top and with a route drawn over it."
What's "fairly large" ....10, 20, 40, 80, 200, more ???
Most folk on Mtn project who post a photo with the route drawn onto it have the "raw" photo in their own computer.
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Nathan Sollenberger
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Oct 27, 2018
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Unknown Hometown
· Joined Jun 2017
· Points: 0
[Edit: I misread your post.]
Good luck finding such a dataset (not sarcastic, I do think that would be neat!)
As for dataset size, the larger the better, but ~300 is a good place to start.
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ClimbingOn
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Oct 27, 2018
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Unknown Hometown
· Joined Aug 2008
· Points: 0
You might try contacting some guidebook authors. They may have what you want. This seems like a very difficult project and as Nathan said above, choosing something different would seem like a good idea. The only real rock routes that I think would "make sense" to a computer would be cracks.
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Nathan Sollenberger
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Oct 27, 2018
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Unknown Hometown
· Joined Jun 2017
· Points: 0
ClimbingOn wrote: The only real rock routes that "make sense" are cracks. [Edited your post too] :p
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ClimbingOn
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Oct 27, 2018
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Unknown Hometown
· Joined Aug 2008
· Points: 0
Nathan Sollenberger wrote: [Edited your post too] :p Ha, nice!
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Cody Kesler
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Oct 27, 2018
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Provo, UT
· Joined Sep 2016
· Points: 0
Great, thanks for the direction!
As for it being difficult, I don't think it will be too hard if I can get the data.
We have already done a cancer image detection project with the same idea and it gets pretty accurate. The goal is just to see if I can get it to work.
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Adhiraj Chadha
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Apr 10, 2024
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Unknown Hometown
· Joined 15 days ago
· Points: 0
Cody Kesler
wrote:
Great, thanks for the direction!
As for it being difficult, I don't think it will be too hard if I can get the data.
We have already done a cancer image detection project with the same idea and it gets pretty accurate. The goal is just to see if I can get it to work. Hey! I know it's been a long time but did you end up getting a dataset for that ever?
I wanted to build a similar machine learning project and was wondering if you ever found a dataset for that.
Thanks!
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Cherokee Nunes
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Apr 10, 2024
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Unknown Hometown
· Joined May 2015
· Points: 0
You might try contacting some guidebook authors. They may have what you want.
They would be insane to turn this material over to generative AI (that will replace them).
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Julian Lam
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Apr 10, 2024
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Burlington, ON
· Joined Jul 2023
· Points: 4
Tide has turned. It was a neat project back then. Now, you're stealing topos to feed into an LLM. That's gauche today, try again in another 6 years.
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