IS-USG: INTELLIGENCE SYSTEM ULTRASONOGRAPHY Machine Learning Implementation for Recognition of Pregnant Sheep in Gumukmas Multifarm Jember
Journal Title: Engineering and Technology Journal - Year 2024, Vol 9, Issue 10
Abstract
In 2023, the government's program related to food independence emphasizes the importance of meat independence, including goat meat. CV. Gumukmas Multi Farm Jember faces several challenges in managing pregnant sheep, such as early detection of pregnancy, preventing abortion, and managing sheep health history. Therefore, the Intelligence System Ultrasonography (IS-USG) system was developed to detect sheep pregnancy more accurately and integrate medical data with the help of machine learning. This system allows automatic monitoring of pregnancy conditions and fetal health, and recommends interventions such as probiotic feeding. IS-USG is implemented using a web and mobile-based client-server architecture, with Laravel and MySQL backends, and RESTful API integration for real-time data synchronization. Testing was conducted to evaluate the effectiveness of the system, and initial results showed that this system can improve sheep reproductive management, accelerate pregnancy detection, and minimize the risk of birth failure.
Authors and Affiliations
Denny TriasUtomo , Hariadi Subagja , Nilla Putri Rosidania , Ammar Akhtar Addany , Mohammad Rizal Maulana Najib , Adhe Wahyu Trilaksana , Septiananda Rifqi Nurhidayat,
Keywords
Related Articles
- EP ID EP749828
- DOI 10.47191/etj/v9i10.29
- Views 115
- Downloads 1
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