2022 BRN Discussion, page-5615

https://www.vision-systems.com/factory/robotics/article/14224162/novel-robot-system-helps-order-fulfillment-centers-keep-up-with-demand

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In a typical workflow, RightPick AI algorithms process image data, assess which picks are easiest, and determine both grasp and arm motion plans. RightPick AI checks for obstacles to avoid bumping the tote or dislodging the item and handles exceptions, such as phantom or empty totes, with confidence and notifies the host warehouse software to take appropriate action. If a pick doesn’t succeed on the first try, RightPick AI decides whether to try again or instantly switch to a backup plan for a different item.

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Handling so many different and densely packed items required a piece-picking solution that combined advanced gripping systems with continuous machine learning and total reliability, according to the company. Paltac’s team also values the flexibility of the RightPick system. The fact that RightPick can improve from machine learning “experience” and even recognize and grasp new products that it has not seen before is important to satisfying customer expectations over time.
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In operation, the system uses its vision and AI capabilities to gently and predictably handle and place items of varying sizes, weights, and shapes. The RightPick system, according to Michael H. Fritsch, founder and shareholder at Apologistics, was the perfect match for the company's significant fulfillment needs. With the RightPick fleet in place, the company has no more than 20 employees working alongside the robots to achieve an output of 25,000 to 30,000 parcels per day. Competitors, says Fritsch, may have as many as 300 people working around the clock in fulfillment for the same output.
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https://coastipc.com/blog/post/nru-52s-nvidia-jetson-xavier-nx-computer-delivers-powerful-edge-ai-capabilities

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For challenging AI applications such as deep learning–based inspection, the NVIDIA Jetson Xavier NX comprises a 6-core ARM CPU and a NVIDIA Volta GPU with 384 CUDA cores, 48 Tensor cores, and two NVIDIA deep learning accelerators (NVDLAs). Equipped with this SOM, the new computer can decode up to 44 streams of 1080p video at 30 fps while consuming only 15 W of power.
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https://www.neousys-tech.com/de/product/application/mobile-surveillance-system/nru-52s-nvidia-jason-nx-edge-ai-computer
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Benefiting from the power-efficiency of NVIDIA® Jetson Xavier™ NX, which consumes only 15W of power, NRU-52S can decode up to 44 streams of 1080p video at 30 FPS, and also offer 21 TOPS inference performance. The low power consumption makes NRU-52S ideal for applications with a limited power source, such as in a robot, vehicle, or rolling stock. Also, with Neousys' industrial-grade thermal design, NRU-52S is ideal for edge deployments that require fanless wide temperature operations, such as at roadside, wayside, construction site, agriculture, or in a dusty factory.
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Akida inside?