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JudasDie avatar JudasDie commented on September 28, 2024

The repository gives some pretrained model, Are they only trained with VOT, OTB, and GOT1

Thanks for your interest. The testing model has been tested on OTB/VOT/GOT10K/VISDRONE/LaSOT. Please use SiamFCRes22W to test it. If you mean pretrained model for training, it's be trained on Imagenet.

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gh18l avatar gh18l commented on September 28, 2024

@JudasDie Sorry, this is a typo, I mean which datasets the released testing models were trained with? There are only a few released models, but I can find many evaluation results in different datasets

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JudasDie avatar JudasDie commented on September 28, 2024

@JudasDie Sorry, this is a typo, I mean which datasets the released testing models were trained with? There are only a few released models, but I can find many evaluation results in different datasets

SiamFC based models are trained with VID or GOT10k, as the two tables shown in readme.md. SiamRPN based model are trained with VID and YTB. Besides, I provide many processed datasets, e.t VID, YTB, COCO, DET, GOT10K, LASOT, and you can try which is better for your work. BTW, SiamFCRes22W trained on GOT10K performs best among the presented models. You can try that. You can also try more data except for GOT10k, since it's hard to say which data is better for a model.

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gh18l avatar gh18l commented on September 28, 2024

@JudasDie Thank you! I will train some models with different datasets to evaluate corresponding performance.

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JudasDie avatar JudasDie commented on September 28, 2024

@JudasDie Thank you! I will train some models with different datasets to evaluate corresponding performance.

You'r welcome. Please use tuning toolkit after testing each epoch. You can email me ([email protected]) for other questions. This issue will be closed.

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