Bead detection in a necklace using TensorFlow Object detection
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I want to detect and show the count of beads in a necklace. For this purpose, I am using a TensorFlow object detection API.
I have the images dataset similar to this image, I want to know what kind of preprocessing should I do for the detection of beads, would it be better to crop the single necklace out from image containing multiple necklace and then use labelImg for labelling? and what is the best model for this specific task, I am thinking of faster_rcnn, as images contain smaller objects. Please give suggestions as I am new into machine learning and any help would be appreciated.
machine-learning tensorflow object-detection faster-rcnn
asked yesterday
Osho ChawlaOsho Chawla
11
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$begingroup$
I want to detect and show the count of beads in a necklace. For this purpose, I am using a TensorFlow object detection API.
I have the images dataset similar to this image, I want to know what kind of preprocessing should I do for the detection of beads, would it be better to crop the single necklace out from image containing multiple necklace and then use labelImg for labelling? and what is the best model for this specific task, I am thinking of faster_rcnn, as images contain smaller objects. Please give suggestions as I am new into machine learning and any help would be appreciated.
machine-learning tensorflow object-detection faster-rcnn
asked yesterday
Osho ChawlaOsho Chawla
11
New contributor
Osho Chawla is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
$endgroup$
add a comment |
$begingroup$
I want to detect and show the count of beads in a necklace. For this purpose, I am using a TensorFlow object detection API.
I have the images dataset similar to this image, I want to know what kind of preprocessing should I do for the detection of beads, would it be better to crop the single necklace out from image containing multiple necklace and then use labelImg for labelling? and what is the best model for this specific task, I am thinking of faster_rcnn, as images contain smaller objects. Please give suggestions as I am new into machine learning and any help would be appreciated.
machine-learning tensorflow object-detection faster-rcnn
asked yesterday
Osho ChawlaOsho Chawla
11
New contributor
Osho Chawla 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 detect and show the count of beads in a necklace. For this purpose, I am using a TensorFlow object detection API.
I have the images dataset similar to this image, I want to know what kind of preprocessing should I do for the detection of beads, would it be better to crop the single necklace out from image containing multiple necklace and then use labelImg for labelling? and what is the best model for this specific task, I am thinking of faster_rcnn, as images contain smaller objects. Please give suggestions as I am new into machine learning and any help would be appreciated.
machine-learning tensorflow object-detection faster-rcnn
machine-learning tensorflow object-detection faster-rcnn
asked yesterday
Osho ChawlaOsho Chawla
11
New contributor
Osho Chawla is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked yesterday
Osho ChawlaOsho Chawla
11
New contributor
Osho Chawla is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
edited yesterday
Osho Chawla
asked yesterday
Osho ChawlaOsho Chawla
11
New contributor
Osho Chawla is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked yesterday
Osho ChawlaOsho Chawla
11
asked yesterday
Osho ChawlaOsho Chawla
11
11
New contributor
Osho Chawla is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
New contributor
Osho Chawla is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
Osho Chawla 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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