Fine-tuning of YOLO v3 with small original datasets to detect custom objects

Fine-tune YOLO v3 with small original datasets to detect a custom object. In this post , detect WHILL Model C in image.

KauzmichiShirai

In this post, I will fine-tune YOLO v3 with small original datasets to detect a custom object.
The goal is to get the model to detect WHILL Model C in a image.
Fine-tuning is training certain output layers of pre-trained network with fixing parameters of input layers.
Using fine-tuning, the better performance can be put out even if you have small datasets.