000 02465nam a2200325 i 4500
003 CSPC
005 20240301142739.0
008 240301s2022 ph af mb 000 0 eng d
040 _cCSPC
_aCSPC
_beng
090 _aUTH BSECE D3703t 2022
100 1 _aDe la Fuente, Maricris I.,
_eauthor.
245 1 0 _aTilapia (oreochromis niloticus) fingerling counting system /
_cMaricis I. de la Fuente [and 4 others].
300 _a 172 leaves
336 _atext
_2rdacontent
337 _aunmediated
_2rdamedia
338 _avolume
_2rdacarrier
502 _aUndergraduate Theses (BSECE) - Electronics Engineering.
_cCamarines Sur Polytechnic Colleges, 2022.
504 _aIncludes bibliographical references.
520 3 _aThis research project developed a counting system for Tilapia fingerlings by incorporating Otsu thresholding and Morphological Transformations algorithms in the system design. The different processes and technique procedure of fingerling counting for both the traditional and automatic counting methods were considered in the study and a number of image processing algorithms used in existing fish counters were explored. The existing systems usually require sophisticated hardware and computers that adds up to the cost of manufacturing. The present work used a Raspberry Pi 4 B Single Board Computer and Raspberry Pi Camera Module v1.3 to lessen the cost using computer vision and image processing algorithms calculated through a Confusion Matrix. The system prototype was designed for the three different sizes of tilapia fingerlings: Direkta, Potential and Oversized. However, it was only tested for the Direkta fingerlings. Moreover, the performance of the system was evaluated in terms of accuracy and speed of the device. The results implies that the automatic counting system developed by the project is a faster and more consistent method for counting tilapia fingerlings than the manual counting process, particularly for larger batch sizes.
700 1 _aFelices, Farah Faye P.,
_eauthor
700 1 _aMedrano, Mae Z.,
_eauthor
700 1 _aNaldo, Ian Jake A.,
_eauthor
700 1 _aPortea, Tom Jairus V.,
_eauthor
720 1 _aTabal, Keith Marlon R.,
_etechnical adviser
720 1 _aTerano, Harold Jan R.,
_echair, panelist
720 1 _aIsaac, Victor Solito Dr.,
_epanelist
720 1 _aCerillo, Jose Eduardo B.,
_epanelist
942 _2ddc
_n0
_cUM
_hD3703t
_iBSECE
_kUTH
_m2022
999 _c27093
_d27093