SAHI serves as a tool for enhancing object detection accuracy. To incorporate SAHI with Ultralytics YOLOv8 for custom data, the process involves fine-tuning YOLOv8 on the specific dataset.

Once this fine-tuning is complete, the customized model can then be seamlessly integrated with SAHI, enabling accurate detection of custom objects.