Recognition of objects in almost plain background
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I want to recognize climbing holds in a climbing wall. I thought about implementing my own heuristic algorithm for background detection because it's almost plain, but I was wondering if this kind of task is well known in the community.
Does anybody know the right keywords associated with this? Any research papers or tools that are relevant?
I'm mostly interested in non-supervised learning to avoid having to create a training set for what I think it should be relatively easy but I might be very wrong.
This is a sample image I'd like to classify:
You can see 4 big holds, 2 small and a number of holes. Ideally I'd detect all of those with bounding boxes but having only the big holds would be good enough.
Any hint on how to approach this would be highly appreciated!
Thanks
image-classification image-recognition reference-request
asked yesterday
QuimeyQuimey
1011
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Quimey is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
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add a comment |
$begingroup$
I want to recognize climbing holds in a climbing wall. I thought about implementing my own heuristic algorithm for background detection because it's almost plain, but I was wondering if this kind of task is well known in the community.
Does anybody know the right keywords associated with this? Any research papers or tools that are relevant?
I'm mostly interested in non-supervised learning to avoid having to create a training set for what I think it should be relatively easy but I might be very wrong.
This is a sample image I'd like to classify:
You can see 4 big holds, 2 small and a number of holes. Ideally I'd detect all of those with bounding boxes but having only the big holds would be good enough.
Any hint on how to approach this would be highly appreciated!
Thanks
image-classification image-recognition reference-request
asked yesterday
QuimeyQuimey
1011
New contributor
Quimey is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
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2
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Try salient object detection.
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– Mark.F
21 hours ago
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@mark It works great. Using this github.com/Joker316701882/Salient-Object-Detection I've got imgur.com/a/TMHt7lx
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– Quimey
15 hours ago
add a comment |
$begingroup$
I want to recognize climbing holds in a climbing wall. I thought about implementing my own heuristic algorithm for background detection because it's almost plain, but I was wondering if this kind of task is well known in the community.
Does anybody know the right keywords associated with this? Any research papers or tools that are relevant?
I'm mostly interested in non-supervised learning to avoid having to create a training set for what I think it should be relatively easy but I might be very wrong.
This is a sample image I'd like to classify:
You can see 4 big holds, 2 small and a number of holes. Ideally I'd detect all of those with bounding boxes but having only the big holds would be good enough.
Any hint on how to approach this would be highly appreciated!
Thanks
image-classification image-recognition reference-request
asked yesterday
QuimeyQuimey
1011
New contributor
Quimey is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
$endgroup$
I want to recognize climbing holds in a climbing wall. I thought about implementing my own heuristic algorithm for background detection because it's almost plain, but I was wondering if this kind of task is well known in the community.
Does anybody know the right keywords associated with this? Any research papers or tools that are relevant?
I'm mostly interested in non-supervised learning to avoid having to create a training set for what I think it should be relatively easy but I might be very wrong.
This is a sample image I'd like to classify:
You can see 4 big holds, 2 small and a number of holes. Ideally I'd detect all of those with bounding boxes but having only the big holds would be good enough.
Any hint on how to approach this would be highly appreciated!
Thanks
image-classification image-recognition reference-request
image-classification image-recognition reference-request
asked yesterday
QuimeyQuimey
1011
New contributor
Quimey is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked yesterday
QuimeyQuimey
1011
New contributor
Quimey is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked yesterday
QuimeyQuimey
1011
New contributor
Quimey is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked yesterday
QuimeyQuimey
1011
asked yesterday
QuimeyQuimey
1011
1011
New contributor
Quimey is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
New contributor
Quimey is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
Quimey is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
2
$begingroup$
Try salient object detection.
$endgroup$
– Mark.F
21 hours ago
$begingroup$
@mark It works great. Using this github.com/Joker316701882/Salient-Object-Detection I've got imgur.com/a/TMHt7lx
$endgroup$
– Quimey
15 hours ago
add a comment |
2
$begingroup$
Try salient object detection.
$endgroup$
– Mark.F
21 hours ago
$begingroup$
@mark It works great. Using this github.com/Joker316701882/Salient-Object-Detection I've got imgur.com/a/TMHt7lx
$endgroup$
– Quimey
15 hours ago
2
2
$begingroup$
Try salient object detection.
$endgroup$
– Mark.F
21 hours ago
$begingroup$
Try salient object detection.
$endgroup$
– Mark.F
21 hours ago
$begingroup$
@mark It works great. Using this github.com/Joker316701882/Salient-Object-Detection I've got imgur.com/a/TMHt7lx
$endgroup$
– Quimey
15 hours ago
$begingroup$
@mark It works great. Using this github.com/Joker316701882/Salient-Object-Detection I've got imgur.com/a/TMHt7lx
$endgroup$
– Quimey
15 hours ago
add a comment |
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2
$begingroup$
Try salient object detection.
$endgroup$
– Mark.F
21 hours ago
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@mark It works great. Using this github.com/Joker316701882/Salient-Object-Detection I've got imgur.com/a/TMHt7lx
$endgroup$
– Quimey
15 hours ago