Spatium vs. NEPI by Numurus

NEPI by Numurus

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Spatium represents a cutting-edge cloud-based platform tailored for intelligent parking solutions, designed to seamlessly integrate with diverse parking systems while leveraging hardware for detection, guidance, access, and payment, all aimed at increasing revenue, optimizing utilization, and pinpointing losses without necessitating a full system overhaul. It boasts a hardware-agnostic design, which allows it to function with a variety of technologies such as in-ground sensors, overhead cameras, license plate recognition (LPR), ultrasonic counters, and existing CCTV systems, thereby standardizing data into a unified occupancy model that offers clear visibility at an individual space level. This real-time occupancy information can be effectively channeled to parking guidance systems, digital displays, mobile apps, and enforcement tools, making it simpler for drivers to locate available spots and significantly reducing the time spent driving around. By merging LPR data with occupancy events, Spatium is able to detect problems like overstays, permit breaches, and unpaid sessions, while also streamlining automated enforcement mechanisms. Its revenue intelligence engine is pivotal, continuously analyzing transactions, tariffs, and available spaces to identify unpaid sessions, forced exits, tariff discrepancies, and possible equipment issues. Consequently, Spatium not only enhances operational efficiency for parking operators but also maximizes overall profitability through a thorough, data-driven methodology. This innovative approach not only improves the user experience for drivers but also allows operators to make informed decisions based on real-time insights and analytics.

What is NEPI by Numurus?

The Numurus Edge Platform Interface, known as NEPI, is an open-source software framework specifically crafted for edge AI applications. It comes equipped with around 90% of the critical features necessary for smart systems from the outset, such as hardware drivers, sensor integration, AI model management, event-driven automation, data collection, and an intuitive browser-based interface. The remaining 10% of the functionalities can be tailored by your team leveraging low-code scripting, which allows for additional customization to meet unique project needs. Built on the principles of ROS and ROS 2, NEPI operates entirely on the edge without depending on cloud infrastructure. Its hardware-agnostic design enables swift installations on any Linux-based system, including Raspberry Pi or Ubuntu, allowing teams to take advantage of existing hardware without requiring specialized edge devices. In the past, teams often wasted considerable time rebuilding the same infrastructure for each project, but NEPI streamlines this process by focusing on connecting sensors, running AI on the data collected, and initiating the necessary actions. Its application spans numerous industries, including defense, research, industrial automation, and education, with operational systems already implemented at firms like OceanAero, WESMAR, and VideoRay. This adaptability and efficiency position NEPI as an essential resource for teams eager to expedite their edge AI development and enhance their technological capabilities.