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    Figure 1: Three Hydrus drones descending to the sea floor at Hall Bank coral reef, off the coast of Western Australia.
    Q&A with Alec McGregor, Sr. AI Engineer, About Using Underwater Drones To Build 3D Digital Twin Image of Coral Reef.
    July 3, 2025
    All images/figures courtesy of Edmund Optics
    Fig. 1. System Throughput
    Courtesy of Automation Intelligence
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    ID 356933713 | Machine © Vladimir Zlotnik | Dreamstime.com
    Figure 1: Distribution yards have been pain points in the supply chain, in many cases because of delays in the movement of freight in and out of the yard. However, recent innovations using AI-assisted solutions may be the key to loosening up the bottleneck.
    ID 203157943 | Machine © Phuttaphat Tipsana | Dreamstime.com
    Figure 1: Stereo vision is often used in vision guided robotics in warehouses.
    Courtesy of College of Information Science and Engineering at Ritsumeikan University
    Figure 1: Researchers at Ritsumeikan University propose an edge-highlighting visualization technique for 3D scanned objects that employs two novel approaches: dual 3D edge extraction and opacity–color gradation.

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