Detecting blinking light on a device
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Can anyone tell me good approaches to detect blinking light in a video? The background may change constantly. As of now, the color would remain same but the intensity and angle of vision can change. There can be multiple glowing lights too but I want to identify only the blinking one.
My approach till now:
Used a high density mask to retain only the blinking flash light and then observe the change in intensity over a time frame, but unfortunately the noise in non blinking videos are so much that they too are being classified as blinking.
As of now, I am going to train on more data. Can you think of any other approach? Rule based also is okay to me.
python tensorflow cnn computer-vision opencv
asked 5 mins ago
Avinash KumarAvinash Kumar
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$begingroup$
Can anyone tell me good approaches to detect blinking light in a video? The background may change constantly. As of now, the color would remain same but the intensity and angle of vision can change. There can be multiple glowing lights too but I want to identify only the blinking one.
My approach till now:
Used a high density mask to retain only the blinking flash light and then observe the change in intensity over a time frame, but unfortunately the noise in non blinking videos are so much that they too are being classified as blinking.
As of now, I am going to train on more data. Can you think of any other approach? Rule based also is okay to me.
python tensorflow cnn computer-vision opencv
asked 5 mins ago
Avinash KumarAvinash Kumar
1
New contributor
Avinash Kumar 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 |
$begingroup$
Can anyone tell me good approaches to detect blinking light in a video? The background may change constantly. As of now, the color would remain same but the intensity and angle of vision can change. There can be multiple glowing lights too but I want to identify only the blinking one.
My approach till now:
Used a high density mask to retain only the blinking flash light and then observe the change in intensity over a time frame, but unfortunately the noise in non blinking videos are so much that they too are being classified as blinking.
As of now, I am going to train on more data. Can you think of any other approach? Rule based also is okay to me.
python tensorflow cnn computer-vision opencv
asked 5 mins ago
Avinash KumarAvinash Kumar
1
New contributor
Avinash Kumar is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
$endgroup$
Can anyone tell me good approaches to detect blinking light in a video? The background may change constantly. As of now, the color would remain same but the intensity and angle of vision can change. There can be multiple glowing lights too but I want to identify only the blinking one.
My approach till now:
Used a high density mask to retain only the blinking flash light and then observe the change in intensity over a time frame, but unfortunately the noise in non blinking videos are so much that they too are being classified as blinking.
As of now, I am going to train on more data. Can you think of any other approach? Rule based also is okay to me.
python tensorflow cnn computer-vision opencv
python tensorflow cnn computer-vision opencv
asked 5 mins ago
Avinash KumarAvinash Kumar
1
New contributor
Avinash Kumar is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked 5 mins ago
Avinash KumarAvinash Kumar
1
New contributor
Avinash Kumar is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked 5 mins ago
Avinash KumarAvinash Kumar
1
New contributor
Avinash Kumar is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked 5 mins ago
Avinash KumarAvinash Kumar
1
asked 5 mins ago
Avinash KumarAvinash Kumar
1
1
New contributor
Avinash Kumar is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
New contributor
Avinash Kumar is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
Avinash Kumar 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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