Chen, Chao-Chien, Yuan Chih- Lin and Sheng Chun Wei
Adv. Artif. Intell. Mach. Learn., 3 (3):1313-1324
Chen, Chao-Chien : Department of Communications Management of Shih Hsin University
Yuan Chih- Lin : Fisheries Research Institute of the Council of Agriculture
Sheng Chun Wei : Smart Sensing and Systems Technology Center of Industrial Technology Research Institute
DOI: 10.54364/AAIML.2023.1177
Article History: Received on: 25-May-23, Accepted on: 05-Aug-23, Published on: 12-Aug-23
Corresponding Author: Chen, Chao-Chien
Email: mark@smartagri.com.tw
Citation: Lin, Chih-Yuan , Wei, Chun-Sheng, Chen, Chao-Chien (2023). The Image Recognition System implemented in Aquaculture Stewardship. Adv. Artif. Intell. Mach. Learn., 3 (3 ):1313-1324
Clams are the
primary shellfish farmed in Taiwan. From stocking seed clams to harvesting, it
takes about 10-15 months. Farmers must be attentive to the water temperature,
salinity, pH and dissolved oxygen. When required, perform daily measures to
provide good water quality for growth. Additionally, due to the high stocking
density in Taiwan, as the clams grow to a certain size, their growth will be
affected by the gradual deterioration of the living environment or the decrease
in the growing space. Therefore, if the slowing down of the growth of clams can
be noticed immediately, effective approaches can then be performed. For
instance, to dig the bottom of the pond and get rid of excessive suspended
organic matter, to maintain the growth of the clams. Through developing the
monitoring application technology of Autonomous Underwater Vehicle (AUV), in
conjunction with the underwater image monitoring, images of the clam
cultivation pond bottom of the clam demonstration site have been obtained
through remote control and camera by this study. From the images, abnormal
changes of the cultivation environment can be noted, allowing the farmers to
take corresponding measures to the noted abnormalities during the farming
period, so as to lower losses and decrease manpower consumed in keeping watch
over the clam farms.