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MONITORING PERSEDIAAN SUKU CADANG MOBIL DENGAN METODE SINGLE SHOT MULTIBOX DETECTOR Ferdinand Iskandar; Chairisni Lubis
Jurnal Ilmu Komputer dan Sistem Informasi Vol. 12 No. 1 (2024): JURNAL ILMU KOMPUTER DAN SISTEM INFORMASI
Publisher : Fakultas Teknologi Informasi Universitas Tarumanagara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24912/jiksi.v12i1.28213

Abstract

Perkembangan yang pesat dalam Computer Vision memungkinkan komputer untuk tidak hanya mengenali objek tetapi juga mendeteksi lokasi objek dalam gambar. Aktivitas pemantauan stok barang pada rak merupakan pekerjaan yang mudah tetapi memakan waktu lama. Maka dari itu, dilakukanlah perancangan sebuah sistem yang dapat memantau stok barang secara otomatis. Metode pendeteksian objek yang digunakan adalah Single Shot Multibox Detector (SSD) dengan masukan berupa citra suku cadang mobil yang terdiri dari 6 kelas, yaitu water pump, ignition coil, shut off valve, exhaust brake valve, starter switch, dan oil seal. Berdasarkan hasil pengujian, model SSD terbaik mendapatkan nilai Mean Average Precision (mAP) sebesar 93.7%.
STRATEGY FOR DEVELOPING ENTREPRENEURSHIP IN KAMPUNG PERCA DURING THE COVID-19 PANDEMIC Daulat Marulitua Tambunan; Ferdinand Iskandar
INTERNATIONAL JOURNAL OF ECONOMIC LITERATURE Vol. 3 No. 2 (2025): February
Publisher : Adisam Publisher

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Abstract

The existence of Kampung Perca Bogor is not only a center for marketing handicrafts, but also offers a shopping experience and educational tourism. The development of handicraft products is carried out by encouraging Kampung Perca to become a center for handicraft production and is also supported by a gallery as a local work facility. It is expected to improve the economy of the local community and expand the marketing of their products. Handicraft production using used cloth as the main raw material is an attraction for educational tourism of recycled products. This study uses a qualitative descriptive approach. Qualitative descriptive methods can be interpreted as problem-solving procedures that are investigated by describing or depicting the state of the subject or object of research (people, institutions and society) at the present time based on the facts that appear and as they are (Nawawi, 2005). This study intends to understand the phenomenon of what is experienced by the subject holistically and by means of description in the form of words and language, and by using various scientific methods. The basis of this research is expected to be able to provide a clear, detailed and scientific picture. Community education is education and learning that is rooted in the process of empowerment, social justice, the process of change, challenges, appreciation, and collective awareness. The development of community entrepreneurship is expected to be a new breakthrough in order to accelerate the achievement of the growth of independent entrepreneurs who have innovative, resilient and global-minded characters. This makes Kampung Perca Bogor present as a place that not only focuses on improving the community's economy but also focuses on other values, Keywords: strategy, entrepreneurship and Perca Village