Apple Vision create custom VNImageBasedRequest
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I've been playing with Apple's CoreML and Vision APIs.
My goal would be to make a simple proof of concept and be able to recognize nails on a hand picture. This is very specific.
I have been trying to find documentation on how to create your own VNRequest, and I really have no idea on how to do this.
I know that the Vision API offers rectangle, face and text recognition only...
How can I make my own request to teach Vision how to recognize what I want on a picture ?
machine-learning image-recognition coreml apple-vision
asked Nov 20 at 3:06
Scaraux
1,0151334
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up vote
0
down vote
favorite
I've been playing with Apple's CoreML and Vision APIs.
My goal would be to make a simple proof of concept and be able to recognize nails on a hand picture. This is very specific.
I have been trying to find documentation on how to create your own VNRequest, and I really have no idea on how to do this.
I know that the Vision API offers rectangle, face and text recognition only...
How can I make my own request to teach Vision how to recognize what I want on a picture ?
machine-learning image-recognition coreml apple-vision
asked Nov 20 at 3:06
Scaraux
1,0151334
add a comment |
up vote
0
down vote
favorite
up vote
0
down vote
favorite
I've been playing with Apple's CoreML and Vision APIs.
My goal would be to make a simple proof of concept and be able to recognize nails on a hand picture. This is very specific.
I have been trying to find documentation on how to create your own VNRequest, and I really have no idea on how to do this.
I know that the Vision API offers rectangle, face and text recognition only...
How can I make my own request to teach Vision how to recognize what I want on a picture ?
machine-learning image-recognition coreml apple-vision
asked Nov 20 at 3:06
Scaraux
1,0151334
I've been playing with Apple's CoreML and Vision APIs.
My goal would be to make a simple proof of concept and be able to recognize nails on a hand picture. This is very specific.
I have been trying to find documentation on how to create your own VNRequest, and I really have no idea on how to do this.
I know that the Vision API offers rectangle, face and text recognition only...
How can I make my own request to teach Vision how to recognize what I want on a picture ?
machine-learning image-recognition coreml apple-vision
machine-learning image-recognition coreml apple-vision
asked Nov 20 at 3:06
Scaraux
1,0151334
asked Nov 20 at 3:06
Scaraux
1,0151334
asked Nov 20 at 3:06
Scaraux
1,0151334
asked Nov 20 at 3:06
Scaraux
1,0151334
asked Nov 20 at 3:06
Scaraux
1,0151334
1,0151334
add a comment |
add a comment |
1 Answer
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You will have to create (or find) a Core ML model that can do this. There is at least one open source model that can detect nails, so you'd have to convert this to Core ML. And then you use VNCoreMLRequest to run this model using Vision.
answered Nov 20 at 9:52
Matthijs Hollemans
2,6381210
Do you have anything that shows how to achieve the convert part and VNCoreMLRequest
– Scaraux
Nov 20 at 22:39
add a comment |
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1 Answer
1
active
oldest
votes
1 Answer
1
active
oldest
votes
active
oldest
votes
active
oldest
votes
up vote
1
down vote
accepted
You will have to create (or find) a Core ML model that can do this. There is at least one open source model that can detect nails, so you'd have to convert this to Core ML. And then you use VNCoreMLRequest to run this model using Vision.
answered Nov 20 at 9:52
Matthijs Hollemans
2,6381210
Do you have anything that shows how to achieve the convert part and VNCoreMLRequest
– Scaraux
Nov 20 at 22:39
add a comment |
up vote
1
down vote
accepted
You will have to create (or find) a Core ML model that can do this. There is at least one open source model that can detect nails, so you'd have to convert this to Core ML. And then you use VNCoreMLRequest to run this model using Vision.
answered Nov 20 at 9:52
Matthijs Hollemans
2,6381210
Do you have anything that shows how to achieve the convert part and VNCoreMLRequest
– Scaraux
Nov 20 at 22:39
add a comment |
up vote
1
down vote
accepted
up vote
1
down vote
accepted
You will have to create (or find) a Core ML model that can do this. There is at least one open source model that can detect nails, so you'd have to convert this to Core ML. And then you use VNCoreMLRequest to run this model using Vision.
answered Nov 20 at 9:52
Matthijs Hollemans
2,6381210
You will have to create (or find) a Core ML model that can do this. There is at least one open source model that can detect nails, so you'd have to convert this to Core ML. And then you use VNCoreMLRequest to run this model using Vision.
answered Nov 20 at 9:52
Matthijs Hollemans
2,6381210
answered Nov 20 at 9:52
Matthijs Hollemans
2,6381210
answered Nov 20 at 9:52
Matthijs Hollemans
2,6381210
answered Nov 20 at 9:52
Matthijs Hollemans
2,6381210
2,6381210
Do you have anything that shows how to achieve the convert part and VNCoreMLRequest
– Scaraux
Nov 20 at 22:39
add a comment |
Do you have anything that shows how to achieve the convert part and VNCoreMLRequest
– Scaraux
Nov 20 at 22:39
Do you have anything that shows how to achieve the convert part and VNCoreMLRequest
– Scaraux
Nov 20 at 22:39
Do you have anything that shows how to achieve the convert part and VNCoreMLRequest
– Scaraux
Nov 20 at 22:39
add a comment |
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