Monthly archives: December, 2023

2023 IEEE ECICE 最佳論文獎 – Machine Learning-Based High-Resolution Estimation of Global Catch Distribution of Taiwan’s Distant Water Fisheries

Taiwan’s overseas fishing fleet is well-known worldwide for its size and operation efficiency. Due to technological advancement, Taiwan has an excellent coastal and offshore mapping system reaching 0.01 and 0.001 degrees in locating fishing grounds and plotting catch distribution. However, for overseas fisheries, traditional methods for mapping catch distribution use only the trajectory of the …

2023 IEEE ECICE 最佳論文獎 – Automatically identifying images of fish catch using one-stage object detection Model

Our marine ecosystem is constantly threatened due to improved fishing technology and illegal, unreported, and unregulated fishing activities. The Taiwanese government requests overseas fishing vessels to report daily catches through electronic logbooks to control the problem. However, due to the harsh environment and intensive high-pressure working environment, sometimes the logging is not 100\% accurate. This …