Choosing Suitable Object Detection Method to Examine Pigment Powders of Similar Shape
Naoya Wakabayashi, Hiromitsu Shimakawa · 2022
In recent years, a variety of paints have been developed in response to the diversification of color design. Due to the powder manufacturing process, different sizes of powders may randomly attach to each powder. Since the objects attached to larger ones affect the quality of the product, they are specifically referred to as asteroid powder. Asteroid powders are similar in shape have many problems and it difficult to detect. This paper investigates whether an object detection method can automatically detect asteroid powders. It also tries to choose a suitable detection method. The paper compared two typical object detection methods YOLO and SSD. As a result, it has turned out YOLO works far better than SSD.