Repeated Model Download & Global Class Modification in Tracking

[ainayves]

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Hello , @CVHub520

First of all , thank you again for this very useful tool you made :)

I have some questions

1. Repeated Model Download

The software redownload the model every time I try to reuse it, even if it has already been downloaded?
Would it be possible to implement a caching mechanism to reuse the model already saved ?

2. Global Class Modification in Tracking

When performing object tracking, is there a way to change the class of an object (e.g., renaming "person" to "player") and have this change automatically apply to all instances of the object across all frames? If this feature is not currently available, would it be possible to add support for it?

Thank you in advance for your help! 🚀

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[CVHub520]

Q1: Repeated Model Download

A1: The repeated downloading of model weights is caused by a version mismatch between the ONNX library used in the packaged EXE application and the ONNX model's opset version. This discrepancy leads to validation failure, resulting in the deletion and subsequent redownload of the weights. (This issue currently affects the YOLOv11 series models and is due to historical reasons. Please be aware of this.) You can convert the relevant models using a newer version of the ONNX library yourself. We strongly recommend running the software from the source code, as this will provide you with detailed runtime information in the terminal logs.

Q2: 2. Global Class Modification in Tracking

A2: Yes, you can. You can globally modify category names by clicking the "Tools" -> "Label Manager" option in the top menu bar. We strongly recommend reading the user manual, as it covers all aspects of the software's daily usage.