Innovation Pilot
Deep Learning uses a complex structure of algorithms to run on AI hardware. Performance and Efficency are the major issues that need to be solved when enterprises introduce AI applications. The heterogeneous processor integrates DSP, GPU, NPU or ASIC into a heterogeneous AI SoC that provides cost-effective solution for AI application. ITRI develops dynamic parallel AI compiler and runtime techniques to compile AI model and to run AI operators in parallel on heterogeneous chips. This approach can improve computing performance and improve energy efficiency. This technology has been applied to commercially heterogeneous AI SoC (CPU+GPU+NPU), which can improve computing performance by more than 31.2% compared to all operators run on NPU accelerator. [Technical Features] •Provide the schedule optimization mechanisms for the heterogeneous AI SoC. •Provide dynamic parallel compilation and runtime software environment for heterogeneous AI SoC. •Provide dynamic load balance runtime to improve computing performance
Innovation Pilot | Electronics & OptoelectronicsThe Xink Box demonstrates computer vision technology for AI object recognition, meeting the needs of robotics, AI image processing, and metaverse applications. Through the XNK BOX kit, it can be quickly integrated into robot development to reduce research and development efforts, enabling rapid deployment in applications such as XR, AI, robotics, and smart manufacturing. By combining practical demonstration applications, it can instantly identify matching feature points in images and, using the average depth of the recognition area, determine the position of the target relative to the camera in the three-dimensional virtual world (e.g., in rviz). This is used for unique object recognition and 3D coordinate transformation, such as for AMR (Automated Mobile Robots) secondary positioning and automatic charging alignment after locating markers
Innovation Pilot | Electronics & Optoelectronics/Information & CommunicationsIn recent years, the In recent years, ransomware has invaded critical infrastructure, the enterprises lack APT attack detection technology that combines threat intelligence and AI, which can help enterprises identify hacker attacks and respond to threats in advance. The product actively identifies hacker attack trajectories through AI technology, and accurately detect APT attacks through MITRE ATT&CK technical rules, and then deploy ahead of time.
Innovation Pilot | Information & Communications1. Industry needs: A. For electronic textiles B. High appearance stability and can be washed by laundry C. The existing relevant commercially available products are controlled by foreign companies, with high prices and long delivery times. 2. Characteristics of technology A. It has the characteristics of energy saving, carbon reduction, and water waste reduction B. Pass six tests including twisting, stretching, bending, extrusion, peeling, and laundry (AATCC 135) C. Reduce waste of water resources: This technology will reduce 200L – 800L wastewater and has rapid processing characteristics 3. Future effects: A. Improve the existing circuit board with the highly polluting process, reduce environmental pollution and waste of resources B. Roll-to-roll process can be used, suitable for mass production C. It can be applied to various industries such as power electronics, solar energy, Mini LED, RFID radio frequency, semiconductor packaging, panels, and medical treatment.
Innovation Pilot | Materials & Chemical Engineering & NanotechComing soon!