How to finetune with my own dataset?

[徐毓璞]

Hi!!!
This is the task I am working on. The picture is of a flawed panel, and I hope to detect the flawed area through RegionCLIP. How should I proceed with fine-tuning?

Additionally, does the format of the JSON file for the dataset need to fully follow the format of the COCO dataset? I am not very clear about the requirements for the format.

Could you provide a clear explanation of the process and data preparation needed for fine-tuning?