Company overview :

Nota is a tech start-up established in 2015 as a student venture. With the vision to bring the benefits of AI to everyone, everywhere, Nota optimises AI models with a proprietary hardware-aware AI optimisation platform, NetsPresso(https://www.netspresso.ai/). They offer edge AI development and optimisation services and their business in intelligent transportation and driver monitoring systems. Our HQ is located in S.Korea, and Nota AI GmbH, as a subsidiary, opened its office in 2020

Business Area :

1st Category

※ Traffic Management
- Traffic Signal/Control · Incident Management · Traffic Information · Safe-driving Support
- Traffic Enforcement · Parking Management

2nd Category

Software

On going project or R&D :

• NPU Farm_Sapion NPU-based AI Traffic Camera Implementation
• Autonomous Mobility Pilot Project_Jeju AI Safe Crossing Solution Delivery
• Autonomous Port Project_ Songdo AI Safe Crossing Solution for Port Delivery
Industry-Academic Collaboration R&D_Pangyo Advanced AI Safe Crossing Solution for Autonomous Cooperative Driving
Metaverse-based autonomous driving virtual test environment and development of demonstration technology_KAIA Development of a pedestrian-vehicle accident risk model and simulation linkage at the intersection
• DNA + Human Resources Development Project_KAIA Mobility Graduate Student Human Resources Development Project
Deep Reinforcement Learning-Based Signal Control_ETRI AI signal control demonstration link
• A project to create a Testbed for artificial intelligence technology demonstration Artificial intelligence-based linked transportation optimisation service for the construction of charging-type MaaS
• Korea/UK International Joint R&D A signal control and network management system that considers minimising carbon emissions and all modes of transport, including non-motor powered (e.g. cycling, walking) based on AI video analysis

Others :

• 2022 Method and device for automatically lightening a neural network model based on information flow that can preserve performance
• 2022 Method and device for generating a moving object's trajectory using multiple cameras
• 2021 Deep learning-based on-device real-time traffic control system.
• 2021 Method and system for lightening an artificial intelligence inference model
• 2020 Efficient network compression using simulation-guided iterative pruning
• Accounting for the mentioned 5 cases, there are 27 patents registered both domestically and internationally, with 92 patent applications and ownership of 8 trademarks

ITS Product & Technologies :

Product offerings

AI Traffic Camera
• AI models: SOTA models & lightweight models (world-class) by Nota NP
• Cost-effectiveness: Increased channel analysis count compared to competitors
• Analysis of 32ch~128ch per video analysis server (supporting the latest Ampere series)
• Analysis of 1ch~8ch per edge device (supporting the latest Jetson Orin series)

AI Safe Crossing
• Development of pedestrian safety solutions utilizing vehicle trajectory prediction information (first in Korea)
• Provision of integrated pedestrian safety solutions with ITS (signage, floor signals, etc.)
• Provision of C-ITS (RSU, OBU) integrated pedestrian safety solutions
• Utilization of infrastructure monitoring in shaded areas for autonomous vehicles (LDM auxiliary information)

AI Traffic Signal Control
• Reinforcement Learning-based real-time data processing and optimal signal control
• Utilizing the existing system infrastructure as a legacy for actual application at the moment
• Reinforcement Learning-based real-time data processing and optimal signal control
• Utilizing the existing system infrastructure as a legacy for actual application at the moment

AI Smart Parking
• Simultaneous monitoring of multiple parking spaces with a single CCTV
• Counting of dedicated parking areas (for women, disabled, electric vehicles, buses, etc.)
• Support for displaying available parking space counts through dedicated web or signage

Technologies

Nota's mission is to accelerate and maximise the everyday use of AI.
With our deep learning compression technologies, we create an AI that overcomes the constraints of device specification, data privacy, and network structure.
Nota provides AI model optimisation as SaaS, NetsPresso is a hardware-aware AI optimisation platform that automates AI model development processes using only datasets. It significantly reduces the time and resources required to develop an AI model and optimises it for target hardware to enable more efficient and effective deployment.