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How to detect different brands of milk
Computer vision: Identifying different items in screenshotHow can I detect if an image was photoshopped?Data preprocessing: Should we normalise images pixel-wise?Faster-RCNN how anchor work with slider in RPN layer?How to label “other” while labeling image for object detection/classification?How to increase accuracy of model from tensorflow model zoo?How to determine frame rates to detect for video classificationHow to detect blocks of texts in document imagesHow can I detect partially obscured objects using Python?what is the best approach to detect small objects with similar shape?
$begingroup$
I'm trying to create a object detection model to detect different type of milk. What is the best approach to achieve the result in the picture below? As you can see in the picture, this model did pretty well on locating and detecting different brand of milks. I've tried Faster R-CNN but they mix up products with similar shape really bad(not only on the classifier but also on the religion proposal net). I labeled my training images in the same way as in the picture below. Any help will be appreciated!
computer-vision object-detection
asked Mar 19 at 7:39
Hoang Dang TuanHoang Dang Tuan
305
New contributor
Hoang Dang Tuan 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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add a comment |
$begingroup$
I'm trying to create a object detection model to detect different type of milk. What is the best approach to achieve the result in the picture below? As you can see in the picture, this model did pretty well on locating and detecting different brand of milks. I've tried Faster R-CNN but they mix up products with similar shape really bad(not only on the classifier but also on the religion proposal net). I labeled my training images in the same way as in the picture below. Any help will be appreciated!
computer-vision object-detection
asked Mar 19 at 7:39
Hoang Dang TuanHoang Dang Tuan
305
New contributor
Hoang Dang Tuan 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'm trying to create a object detection model to detect different type of milk. What is the best approach to achieve the result in the picture below? As you can see in the picture, this model did pretty well on locating and detecting different brand of milks. I've tried Faster R-CNN but they mix up products with similar shape really bad(not only on the classifier but also on the religion proposal net). I labeled my training images in the same way as in the picture below. Any help will be appreciated!
computer-vision object-detection
asked Mar 19 at 7:39
Hoang Dang TuanHoang Dang Tuan
305
New contributor
Hoang Dang Tuan is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
$endgroup$
I'm trying to create a object detection model to detect different type of milk. What is the best approach to achieve the result in the picture below? As you can see in the picture, this model did pretty well on locating and detecting different brand of milks. I've tried Faster R-CNN but they mix up products with similar shape really bad(not only on the classifier but also on the religion proposal net). I labeled my training images in the same way as in the picture below. Any help will be appreciated!
computer-vision object-detection
computer-vision object-detection
asked Mar 19 at 7:39
Hoang Dang TuanHoang Dang Tuan
305
New contributor
Hoang Dang Tuan is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked Mar 19 at 7:39
Hoang Dang TuanHoang Dang Tuan
305
New contributor
Hoang Dang Tuan is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked Mar 19 at 7:39
Hoang Dang TuanHoang Dang Tuan
305
New contributor
Hoang Dang Tuan is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked Mar 19 at 7:39
Hoang Dang TuanHoang Dang Tuan
305
asked Mar 19 at 7:39
Hoang Dang TuanHoang Dang Tuan
305
305
New contributor
Hoang Dang Tuan is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
New contributor
Hoang Dang Tuan is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
Hoang Dang Tuan is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
add a comment |
add a comment |
1 Answer
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$begingroup$
Have you tried regression here is a nice project to get you started could you give some feedback on the output?
answered Mar 19 at 10:34
TarekTarek
36916
$endgroup$
$begingroup$
I noticed that this repo using feature matching approach. I've tried similar method (with sift) without much success, brands is not always fully visible, or maybe my training image is too blur to extract key points. I will try to use this repo and post my result. Thank for you suggestion!
$endgroup$
– Hoang Dang Tuan
Mar 19 at 14:35
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
$begingroup$
Have you tried regression here is a nice project to get you started could you give some feedback on the output?
answered Mar 19 at 10:34
TarekTarek
36916
$endgroup$
$begingroup$
I noticed that this repo using feature matching approach. I've tried similar method (with sift) without much success, brands is not always fully visible, or maybe my training image is too blur to extract key points. I will try to use this repo and post my result. Thank for you suggestion!
$endgroup$
– Hoang Dang Tuan
Mar 19 at 14:35
add a comment |
$begingroup$
Have you tried regression here is a nice project to get you started could you give some feedback on the output?
answered Mar 19 at 10:34
TarekTarek
36916
$endgroup$
$begingroup$
I noticed that this repo using feature matching approach. I've tried similar method (with sift) without much success, brands is not always fully visible, or maybe my training image is too blur to extract key points. I will try to use this repo and post my result. Thank for you suggestion!
$endgroup$
– Hoang Dang Tuan
Mar 19 at 14:35
add a comment |
$begingroup$
Have you tried regression here is a nice project to get you started could you give some feedback on the output?
answered Mar 19 at 10:34
TarekTarek
36916
$endgroup$
Have you tried regression here is a nice project to get you started could you give some feedback on the output?
answered Mar 19 at 10:34
TarekTarek
36916
answered Mar 19 at 10:34
TarekTarek
36916
answered Mar 19 at 10:34
TarekTarek
36916
answered Mar 19 at 10:34
TarekTarek
36916
36916
$begingroup$
I noticed that this repo using feature matching approach. I've tried similar method (with sift) without much success, brands is not always fully visible, or maybe my training image is too blur to extract key points. I will try to use this repo and post my result. Thank for you suggestion!
$endgroup$
– Hoang Dang Tuan
Mar 19 at 14:35
add a comment |
$begingroup$
I noticed that this repo using feature matching approach. I've tried similar method (with sift) without much success, brands is not always fully visible, or maybe my training image is too blur to extract key points. I will try to use this repo and post my result. Thank for you suggestion!
$endgroup$
– Hoang Dang Tuan
Mar 19 at 14:35
$begingroup$
I noticed that this repo using feature matching approach. I've tried similar method (with sift) without much success, brands is not always fully visible, or maybe my training image is too blur to extract key points. I will try to use this repo and post my result. Thank for you suggestion!
$endgroup$
– Hoang Dang Tuan
Mar 19 at 14:35
$begingroup$
I noticed that this repo using feature matching approach. I've tried similar method (with sift) without much success, brands is not always fully visible, or maybe my training image is too blur to extract key points. I will try to use this repo and post my result. Thank for you suggestion!
$endgroup$
– Hoang Dang Tuan
Mar 19 at 14:35
add a comment |
Hoang Dang Tuan is a new contributor. Be nice, and check out our Code of Conduct.
Hoang Dang Tuan is a new contributor. Be nice, and check out our Code of Conduct.
Hoang Dang Tuan is a new contributor. Be nice, and check out our Code of Conduct.
Hoang Dang Tuan is a new contributor. Be nice, and check out our Code of Conduct.
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