OPTICS & PHOTONICS International Congress 2024

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IP2024 » Poster Presentation

IP Poster Session

Thu. Apr 25, 2024 1:30 PM - 3:00 PM Hall A (Pacifico Yokohama Exhibition Hall)

[IPp-15] A Proposed Method for Estimating Pufferfish piece Counting and Pufferfish Size Using a Single Convolutional Neural Network

*Azu Murakami1, Hiroki Takatsuka1, Shiro Suyama1, Masaki Yasugi1,2, Hirotsugu Yamamoto1 (1. Utsunomiya University, 2. Fukui Prefectural University)

We propose a method for estimating pufferfish piece counting and pufferfish size by using a single convolutional neural network. The piece counting has correct count in 56 images out of 100 images. Measurements were taken with respect to the size of the box in relation to the size of the fish. The most common bounding box size obtained from this measurement was between 0.05 and 0.1. This is 135 out of 344 total bounding boxes.

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