Flow Assurance Engineer Economic Surveillance | What We Do | Annual Report 2022 Atis Cigarette Wooengineering Surveillance Equipment SensorWorks Air Quality LoRaWAN Sensor Kit (US915) | Monitor Methane... Marking and Coding Solutions - Tobacco and Cannabis | Hitachi IESA Our results demonstrate a substantial improvement in performance metrics over traditional and existing neural network approaches, making this method highly suitable for real-time applications in diverse scenarios. This enhancement facilitates the extraction of relevant features across various scales and efficiently handles the computational overhead, thereby boosting the detection accuracy and operational efficiency. LINC 360 - Communication Platform - ADB SAFEGATE This paper presents an new approach to enhance the detection of smoking behavior using object detection neural networks, focusing on the challenge of small object detection, namely cigarettes in video frames.