How to fine-tune one of the pre-trained models?

[danial880]

Hi thanks for the excellent work Can you please tell me how I can fine-tune the byte track on the custom dataset? The instructions given in the repository are training the yolox from scratch using pre-trained COCO. How can I fine-tune one of the pre-trained models?

[tericalpha]

@danial880 how you solved this issue? I need to fine tune the pre trained (byte track default) model

[danial880]

@danial880 how do you solve this issue? I need to fine-tune the pre-trained (byte track default) model

To my understanding, Bytetrack is just a post-processing technique you can use with any tracker. If you want to fine-tune, fine-tune the detector (yolox, yolov7/8) then fine-tune the tracker (centertrack, fairmot, cstracker). After that simply combine your detector and tracker with Bytetrack post-processing.