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Building Vision-Enabled Devices To Capture The Emerging Wave In IoT
- The integration of vision into Internet of Things (IoT) devices is revolutionizing how these devices interact with and perceive the world, driving a surge in IoT use cases that were previously not feasible economically.
- Vision-related applications range from security and monitoring in smart homes to inventory management and supply chain management in smart retail or factories, enhancing efficiency and safety across various sectors.
- Machine Learning Neural Networks play a crucial role in vision applications, enabling object detection, image classification, facial recognition, and gesture recognition among others.
- Arm's Corstone-320 reference design simplifies the development of IoT vision devices by integrating IP, software, and prototyping platforms, enhancing performance, energy efficiency, and security.
- The Cortex-M85 processor, Ethos-U85 NPU, Mali-C55 ISP, and DMA-350 are key IP components integrated into the Corstone-320, providing energy efficiency, high performance, ML acceleration, and security features.
- The Corstone-320 offers a flexible and scalable solution for developing IoT vision devices across various segments, with components like object recognition, gesture recognition, and advanced presence sensing.
- Arm's Cortex-M85 processors are chosen for low-cost, low-power IoT vision devices due to their energy efficiency, high performance, security features, and versatility.
- The integration of vision into IoT devices presents a vast opportunity for innovation, enabling new applications and capabilities. The Corstone-320 reference design streamlines the development of intelligent IoT vision devices.
- Arm's ecosystem provides a wide range of AI partners offering competitive ML models and software to cater to diverse IoT vision use cases, from high-end to low-power applications.
- Overall, the integration of vision technology in IoT devices has the potential to spark a wave of innovation and evolution in the IoT industry, reminiscent of the Cambrian explosion in species triggered by the evolution of the eye.
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