Device control layer
Custom control UI for joint motion, gripper I/O, safety stop, device scanning, online status, and repeatable operation routines.
[ Object: Actuator | Conf: 99.8% ]
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[ Object: Actuator | Conf: 99.8% ]
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Software
Software layers for ODM/OEM automation delivery.
Device control, Python vision, OpenCV image processing, YOLO detection, workflow sequencing, calibration, gamepad linkage, and 3D Twin become one configurable software stack.
Workflow builder
Blockly-style sequencing for actuator profiles, loops, waits, conveyor timing, and client-specific device automation scenarios.
AI vision detection
YOLO object detection with ROI, confidence, overlap tuning, class filters, target counts, and live machine-vision labels for project integration.
Python vision + device SDK
Supports Python vision, OpenCV image processing, and hardware programming for robot arms, actuators, grippers, cameras, and client devices.
Calibration wizard
Guided camera and workplane calibration with intrinsics preparation, pose lock, grid sampling, fit, verification, and project-ready feedback.
3D Twin
A virtual station mirrors client hardware state for workspace review, path preview, scenario validation, and stakeholder demonstration.