predict next bbox #152
Replies: 5 comments 4 replies
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👋 Hello @concrete13377, thank you for leaving an issue on Roboflow Notebooks. 🐞 Bug reportsIf you are filing a bug report, please be as detailed as possible. This will help us more easily diagnose and resolve the problem you are facing. To learn more about contributing, check out our Contributing Guidelines. If you require support with custom code that is not part of Roboflow Notebooks, please reach out on the Roboflow Forum or on the GitHub Discussions page associated with this repository. 💬 Get in touchDo you have more questions about Roboflow that we haven't responded to yet? Feel free to ask them on the Roboflow Discuss forum. Our developer advocates and community team actively respond to questions there. To ask questions about Notebooks, head over to the GitHub Discussions section of this repository. |
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Also, I don't understand this part in the notebook. Shouldn't you use the tracks from the tracker as the final detections? |
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Hi, @concrete13377 👋🏻 Let's convert that issue into a discussion first. |
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Yes, the byte tracker can miss one frame and still maintain the tracker id.
The result form tracker is only box coordinates. If I already have some other metadata (associated with the detection), it will get lost. I need to do the matching to match the tracker id and the rest of my metadata. |
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ok, thanks! So is it possible to fix missing model detection? |
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Hello! Thank you for your notebook https://github.com/roboflow/notebooks/blob/main/notebooks/how-to-track-football-players.ipynb
Could you please help me understand if it is possible to predict bbox with tracker if detection is missing for 1 frame? For example model detected successfully object on frames 1 2 3 4 5, but on frame 6 model failed to detect it and gave 0 detections. Can I get the estimation of bbox of this object from Bytetrack based on its internal state? What is the best way to do that without just linearly interpolating bbox coordinates?
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