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Speedy Vision-based Human Detection Using Lightweight Deep Learning Network Aktama, Gede Erik; Manoppo, Franky; Simbolon, Rosdiana; Laloan, Adityo Clinton; Sumendap, Andreas; Putro, Muhamad Dwisnanto
PROtek : Jurnal Ilmiah Teknik Elektro Vol 11, No 2 (2024): Protek : Jurnal Ilmiah Teknik Elektro
Publisher : Program Studi Teknik Elektro Universitas Khairun

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33387/protk.v11i2.7030

Abstract

Person detection plays a role as the initial system of video surveillance analysis with various implementations, such as activity analysis, person re-id, behavior analysis, and tracking analysis. The demand for efficient models drives a deep learning architecture with a superficial structure that can operate in real-time. You look only once (YOLO) object detection has been presented as an accurate detector that can operate in real-time. The speed limitation, huge computation cost, and abundant parameters still leave vital issues to improve the efficiency of this architecture. Lightweight human detection is proposed by utilizing the YOLOv5n framework. Modifying layer depth promotes a detection system that can operate fast and without stuttering. As a result, the proposed detector has satisfactory performance and is competitive with existing models. It achieves a mAP of 45.2%, closely competing with other person detectors. Additionally, it can run fast without stumbling at 26 frames per second. The detector's speed offers the advantage of this work that it can be feasibly implemented on a cpu device without a graphics accelerator.
Village Apparatus Training Regarding Good Village Fund Management in Indonesia Simbolon, Rosdiana; Tabita, Marcelitha; Aktama, Gede Erik; Manoppo, Franky Gerald Cliford; Simbolon, Merson
Journal Of Human And Education (JAHE) Vol. 5 No. 1 (2025): Journal of Human And Education (JAHE)
Publisher : Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/jh.v5i1.1985

Abstract

Abstract This community service was carried out in Taduaog village, Buleleng district, North Sulawesi province, within a period of two weeks with the stages of problem formulation and solution. the author believes that training on how to use village funds for two weeks in Taduaog Village, North Sulawesi is believed to be a solution to the problem of using village funds that are less productive and still use old methods. It is hoped that with this training, the skills of the Taduaog Village apparatus, North Sulawesi can increase and become a solution to existing problems. Keywords: Vliiage Apparatus, Training, Village Fund
Food Waste Management Model Through The Leadership of Women Entrepreneurs in a Sustainable Development Perspective (Study of Entrepreneurs Women's Culinary in Manado City) Simbolon, Rosdiana; Hakim, Abdul; Ciptadi, Gatot; Wike, Wike
Eduvest - Journal of Universal Studies Vol. 4 No. 4 (2024): Journal Eduvest - Journal of Universal Studies
Publisher : Green Publisher Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59188/eduvest.v4i4.1168

Abstract

The waste production is expected to continue to increase every year in proportion to the increasing population of Manado City. The influential role of women when combined with waste problems ranging from preventing waste generation to processing it is considered capable of realizing the SDGs points mentioned above. The purpose of this study is to analyze the leadership style of female culinary entrepreneurs in Manado City, to analyze waste management regulations, especially culinary waste in Manado City, and to formulate a food waste management model through the leadership of female culinary entrepreneurs in Manado City . The results of the study show that the leadership style of women in some female entrepreneurs is responsible, always directing, thinking with a cool head, fair, always discussing problems faced by employees, wise, firm, trying to give employees motivation and examples (becoming a role model). Progress in waste management is in the form of decentralized waste management, in which waste management is separated for each sub-district, so there are 11 sub-districts. In its management, it still prioritizes the 3R principles (Reduce-Reuse-Recycle). Strategies that can be carried out to make residents participate in waste management are forced waste sorting programs, improving quality or increasing the number of 3R TPSTs with good management, simple composting programs at business locations or household locations and realizing socialization programs to culinary entrepreneurs that in order to be able to run a business, if it violates it, sanctions can be given or its business license revoked.
Effects of Credit Memos on Performance Accountant on Uncollectible Receivables Aini, Qurotul; Simbolon, Rosdiana; Dewi, Shylvia Ratna
APTISI Transactions on Management (ATM) Vol 3 No 2 (2019): ATM (APTISI Transactions on Management)
Publisher : Pandawan

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (648.047 KB) | DOI: 10.33050/atm.v3i2.716

Abstract

In the current era we have entered the disruptive 4.0 era where sophistication has been applied in the finance of a company to record every expense incurred by an institution or company. In the transaction process as it is now does not rule out the possibility of several triggers for making a deposit such as the example of a sales or purchase return and overpayment if it is not handled immediately it will arise as a financial report problem. The Cloud Accounting system is equipped with a credit memo facility which is divided into 2 (two) parts, namely customer memo credit and supplier memo credit. The Cloud Accounting system is then equipped with a credit memo facility which is divided into 2 (two) parts, namely customer memo credit and supplier memo credit. Where customer memo credit is the customer entrusting a sum of money to the company, it will be used as a payment on the upcoming sales bill. While supplier memo credit is the balance that arises due to overpayment, then the deposit will be used as a discount on future sales bills. By using a memo credit based on Cloud Accounting, it can minimize crime or crime at the company because it has been certified by ISO / IEC 2700.