Agriculture is an industry that requires a high degree of labor.Internet Things (IoT) and information communication technology (ICT) have been used to establish Smart Farm Watering System for remote monitoring enable informed judgments on watering as example intelligent farming.In this study, appropriate sensing components control panels were selected develop prototype the system.Control software was written opening closing system through measured soil moisture, push buttons, voice...

The Philippines is an agricultural country, and one of the issues in today's farming environment prevalence exacerbation diseases caused by fungus, which impact overall quality produced or harvested crop. This study focuses on a corn field, especially top three crop Philippines, are rust, leaf blight, grey spot. YOLO V5 architecture was used to identify diseases. After training, result had mAP score 0.97. model also achieved 100 percent testing accuracy detection ranging from 98.90 99.43...

Abstract Violent action classification in community-based surveillance is a particularly challenging concept itself. The ambiguity of violence as complex can lead to the misclassification violence-related crimes detection models and increased complexity intelligent systems leading greater costs operations or cost lives. This paper demonstrates novel approach performing automatic by considering actions mitigating oversimplification overgeneralization models. proposed work supports notion that...

There is a scarcity of intelligent security systems in previous researches focusing on violence detection for public spaces. Previous efforts focus only system accuracy but not their speed or operability. This defeats the purpose safety-critical aspect systems. With this, we developed recognition framework surveillance using two-stream neural network architecture complex action decomposition. As there no publicly available dataset static cameras considering them as actions, proponents...

Traffic jams at intersections increase congestion on the roads. Traditional traffic light systems control for a fixed period, and officers may also manually traffic. Despite these established methods, intersection gridlock persists, prompting proponents to innovate systems. The adaptive network design used combination of Artificial intelligence (AI) IoT (IoT). MMDA's peak-hour volume develop fuzzy rules system define priority lanes using logic. historical data includes Taft Ave., T.M. Kalaw,...

Deforestation is exponentially depleting the planet's biodiversity and natural ecosystems at an alarming rate. This research aims to address illegal logging through realtime alerting monitoring of suspected gas-fueled chainsaw sounds in forest. Features were extracted from a collated nature sound dataset trained on supervised machine learning algorithm. The model deployed microcomputer process radio frequency transmission. system has desktop application that triggers alarm visualizes...

High-quality education is necessary to create a more sustainable world. Higher Education Institutions (HEI) significantly influence future global leaders. Sustainable development has become even important as the environmental impact on individuals and organizations growing issue. A sustainability framework road map that outlines paths of transformation appropriate for

Civic violations such as public drinking and smoking are common in the streets have become a norm community. Recent efforts fail to automatically detect, alert, make analytics for civic violations, specifically alcohol drinking, computing architectures adapted local communities. This paper proposes community-based multi-layer architecture violations. The multi-level violation recognition is implemented mist-fog-edge architecture. implements decentralization support fault-tolerance...

Replication and a lack of departmental collaboration are two issues with institutional research that generally recognized. Institutions creating innovation silos across offices departments without access to pooled information. It hinders evades the institution's mission. The intends develop digital archive for scholarly works Adamson University facilitate storage information sharing data school. User Management, Research Repository, Data Visualization, Creation Interfaces, System Testing...

Integration of wind to existing energy sources requires understanding its intermittent behavior which can be addressed by accurate forecasts. This paper opts identify time-series models most appropriate for power generation forecasting. From a turbine dataset containing measurements weather and mechanical conditions, speed has the highest correlation with active generation, hence used training evaluation forecasting models. The stationarity test shows that data is suitable Utilizing these...

Numerous systems have been proposed to reduce the chance of theft and other security issues relating bicycle rental systems, including a key-operated portable locking device with built-in alarm, remote-controlled lock, an alarm system for bicycles. However, such solutions limitations raise issue weak against tampering. Thus, this study proposes novel design scheme intelligent lock on The will employ accelerometer, gyroscope, hybrid design, potentially magnetometer create inertial measurement...