Industrial Vision Inspection
Appearance defects, dimensional measurement, OCR, assembly error-proofing and production-line visual positioning.
JIVISION serves industrial manufacturing, intelligent equipment, robotics, campus safety and special inspection scenarios, delivering from visual algorithm validation, camera and lighting selection, data training and embedded deployment to prototype development and onsite debugging.
Build a business loop across vision capture, algorithm recognition, 3D measurement, model training, edge deployment and onsite delivery.
Appearance defects, dimensional measurement, OCR, assembly error-proofing and production-line visual positioning.
Laser profiling, structured light, point-cloud processing, 3D reconstruction and volume measurement.
AI vision boxes, smart cameras, embedded vision, model acceleration and deployment.
Grasp positioning, hand-eye calibration, pose estimation, RGB-D sensing and visual servoing.
Multi-channel video access, cross-camera tracking, personnel positioning, area intrusion and behavior recognition.
Data collection, labeling, training, evaluation, onsite false-detection feedback and model iteration.
Vision capabilities are organized by scenario so customers can quickly judge business fit.
PCB, semiconductor and 3C component inspection。
Welding, final assembly, dimensional and assembly inspection.
Parcel recognition, volume measurement and sorting positioning。
Packaging, coding, foreign-object and compliance inspection。
From image processing, deep learning, 3D vision and multi-camera systems to edge deployment, software development and data loops.
Detection, classification, segmentation, OCR, keypoints and anomaly detection.
Point-cloud registration, fitting, segmentation, dimensional calculation and 3D reconstruction.
Model quantization, NPU/GPU acceleration and low-latency local inference.
Cameras, lenses, lighting, capture cards, edge devices and prototype integration.
Six public case studies present project challenges, technical routes and deliverables without disclosing customer names or unverified operating data.
A visual inspection delivery path for scratches, dents, contamination, missing parts and character abnormalities on metal, plastic and electronic components.
A 3D measurement workflow for height, profile, gap, step, volume and assembly-pose inspection of structural parts.
An edge AI deployment case for production lines, equipment and onsite inspection, covering camera input, model inference, alarm output and platform integration.
A multi-channel video analytics case for factories, campuses and work zones, covering camera access, spatial calibration, object detection, area rules and event alarms.
A robot vision case for feeding, sorting, assembly and handling stations, covering localization, hand-eye calibration, pose estimation and grasp-point output.
A data-loop case for limited defect samples, model stability improvement and multi-batch adaptation, covering collection, annotation, training, evaluation and false-detection feedback.
Provide structured industry insights, technical articles and service guidance for project evaluation and technical communication.
How to select machine vision systems, deploy edge AI and measure with 3D vision.
Present industry scenario solutions with clear application boundaries, technical paths and evaluation points.
Clarify technical routes, evaluation materials, development cycles and cooperation models in a structured FAQ format.
JIVISION centers on visual perception and connects algorithms, hardware, data and onsite engineering delivery, supporting technical research, PoC validation, custom development, prototype delivery and continuous iteration.
Please describe the inspection object, onsite environment, speed and accuracy requirements, and whether image/video samples are available.