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Does the model detects every object like dog,cat,phone etc #6

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KothapallySrinathReddy opened this issue Mar 28, 2024 · 8 comments

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@KothapallySrinathReddy
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@HassanBinHaroon
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@KothapallySrinathReddy, I believe I utilized the YOLOv5 pre-trained model, specifically in this project. My assumption is that the YOLOv5 model comes pre-trained on the COCO dataset, which includes annotations for 80 common objects. You might want to consider running it on your own dataset and observing whether it detects your desired class(es) or not. Thank you!

@KothapallySrinathReddy
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KothapallySrinathReddy commented Apr 1, 2024 via email

@KothapallySrinathReddy
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KothapallySrinathReddy commented Apr 1, 2024 via email

@HassanBinHaroon
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HassanBinHaroon commented Apr 1, 2024

will this project work with live camera On Mon, Apr 1, 2024 at 7:42 AM 177 Srinath Reddy < @.> wrote:

Like eve though it doesn't detect the type of object, I want the model to say some object ia present at that point. How xan we achieve it. Can u help me with that On Thu, 28 Mar, 2024, 3:42 pm Hassan Bin Haroon, @.
> wrote: > @KothapallySrinathReddy https://github.com/KothapallySrinathReddy, I > believe I utilized the YOLOv5 pre-trained model, specifically in this > project. My assumption is that the YOLOv5 model comes pre-trained on the > COCO dataset, which includes annotations for 80 common objects. You might > want to consider running it on your own dataset and observing whether it > detects your desired class(es) or not. Thank you! > > — > Reply to this email directly, view it on GitHub > <#6 (comment)>, > or unsubscribe > https://github.com/notifications/unsubscribe-auth/AWTNCV6Z6XNOY32WLEB5DH3Y2PUI7AVCNFSM6AAAAABFMNAHK6VHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDAMRUHAZTQMRWGI > . > You are receiving this because you were mentioned.Message ID: > </issues/6/2024838262 > @github.com> >

@KothapallySrinathReddy This project is the quick start. The following implementations (same project as this but with more options and control) provide the webcam option.

YOLOER_V1

YOLOER_V2

@HassanBinHaroon
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Like eve though it doesn't detect the type of object, I want the model to say some object ia present at that point. How xan we achieve it. Can u help me with that

On Thu, 28 Mar, 2024, 3:42 pm Hassan Bin Haroon, @.***> wrote: @KothapallySrinathReddy https://github.com/KothapallySrinathReddy, I believe I utilized the YOLOv5 pre-trained model, specifically in this project. My assumption is that the YOLOv5 model comes pre-trained on the COCO dataset, which includes annotations for 80 common objects. You might want to consider running it on your own dataset and observing whether it detects your desired class(es) or not. Thank you! — Reply to this email directly, view it on GitHub <#6 (comment)>, or unsubscribe https://github.com/notifications/unsubscribe-auth/AWTNCV6Z6XNOY32WLEB5DH3Y2PUI7AVCNFSM6AAAAABFMNAHK6VHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDAMRUHAZTQMRWGI . You are receiving this because you were mentioned.Message ID: </issues/6/2024838262 @github.com>

@KothapallySrinathReddy What I understand from your question is that you want to get the class/category/label of detected object. The class is already being predicted and displayed in the inference. Kindly refer to the demo images on the repo.

@KothapallySrinathReddy
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KothapallySrinathReddy commented Apr 1, 2024 via email

@HassanBinHaroon
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like yolo will detect upto 80 objects if the object is not classified in yolo , than what the yolo model will detect. On Mon, Apr 1, 2024 at 3:34 PM Hassan Bin Haroon @.> wrote:

Like eve though it doesn't detect the type of object, I want the model to say some object ia present at that point. How xan we achieve it. Can u help me with that … <#m_7216649370040118931_> On Thu, 28 Mar, 2024, 3:42 pm Hassan Bin Haroon, @.
> wrote: @KothapallySrinathReddy https://github.com/KothapallySrinathReddy https://github.com/KothapallySrinathReddy, I believe I utilized the YOLOv5 pre-trained model, specifically in this project. My assumption is that the YOLOv5 model comes pre-trained on the COCO dataset, which includes annotations for 80 common objects. You might want to consider running it on your own dataset and observing whether it detects your desired class(es) or not. Thank you! — Reply to this email directly, view it on GitHub <#6 (comment) <#6 (comment)>>, or unsubscribe https://github.com/notifications/unsubscribe-auth/AWTNCV6Z6XNOY32WLEB5DH3Y2PUI7AVCNFSM6AAAAABFMNAHK6VHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDAMRUHAZTQMRWGI . You are receiving this because you were mentioned.Message ID: </issues/6 <#6>/2024838262 @github.com> @KothapallySrinathReddy https://github.com/KothapallySrinathReddy What I understand from your question is that you want to get the class/category/label of detected object. The class is already being predicted and displayed in the inference. Kindly refer to the demo images on the repo. — Reply to this email directly, view it on GitHub <#6 (comment)>, or unsubscribe https://github.com/notifications/unsubscribe-auth/AWTNCV6K73VLYZSTYKN2M3TY3EWKPAVCNFSM6AAAAABFMNAHK6VHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDAMRZGUYTMOBZGM . You are receiving this because you were mentioned.Message ID: </issues/6/2029516893 @github.com>

Is the object is detected, it would always be classified to one of the class.

@KothapallySrinathReddy
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KothapallySrinathReddy commented Apr 1, 2024 via email

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