INSNEX

APPLICATION CASES

Application Cases

Industry
Product
13 cases
Vision-Guided Alignment for Micro Screw Holes — Case cover
3C ElectronicsInsWorks VDE

Vision-Guided Alignment for Micro Screw Holes

Identifies micro-screw holes and outputs physical coordinates, providing stable guidance for robotic pick-and-place operations and precision assembly.

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Surface Defect Inspection of Solar Panels — Case cover
PhotovoltaicsInsWorks VDE

Surface Defect Inspection of Solar Panels

Combines high-resolution imaging, edge localization, and AI instance segmentation to detect surface defects on solar panels.

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N95 Sponge Strip Position and Appearance Inspection — Case cover
Food & PharmaceuticalsInsWorks VDE

N95 Sponge Strip Position and Appearance Inspection

Detects the position, spacing, area, and angle of sponge strips to ensure consistency in mask assembly.

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Display Gap Detection — Case cover
Automotive ManufacturingInsWorks VDE

Display Gap Detection

Uses structured-light RangeImage data and cross-section tools to perform 3D measurements of display assembly gaps.

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Wire Coil Robotic Packaging — Case cover
LogisticsInsWorks VDE

Wire Coil Robotic Packaging

Combines hand-eye calibration with wire-coil and carton localization to calculate robotic pick-and-pack coordinates.

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Full-Dimension Measurement of Battery Modules — Case cover
Lithium-ion BatteriesInsWorks VDE

Full-Dimension Measurement of Battery Modules

By integrating multi-camera calibration with 3D point cloud stitching, the system measures the dimensions, position, and contour of the module.

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PCB Pad Solder Defect Detection — Case cover
Integrated CircuitsInsWorks VDE

PCB Pad Solder Defect Detection

Identifies missing solder on PCB pads using a good-part model, PMAlign, and Blob-based rules.

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Solar Panel Defect Detection — Case cover
PhotovoltaicsInsWorks ESAI

Solar Panel Defect Detection

Detects various types of solar panel defects, including scratches, damage, foreign objects, dirt, chipped edges, and hidden cracks.

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PCB Defect Detection — Case cover
Integrated CircuitsInsWorks ESAI

PCB Defect Detection

Uses deep learning models to identify complex PCB manufacturing defects and improve inspection reliability.

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Battery Pack Appearance Inspection — Case cover
Lithium-ion BatteriesInsWorks ESAI

Battery Pack Appearance Inspection

Builds an AI inspection model for battery pack appearance defects, covering a wide range of anomaly types.

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Visual Inspection of Automotive Parts — Case cover
Automotive ManufacturingInsWorks ESAI

Visual Inspection of Automotive Parts

Using good-part learning to reduce reliance on defect samples, this approach detects surface defects in metal parts and automotive components.

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Tablet Omission Detection — Case cover
Food & PharmaceuticalsInsWorks ESAI

Tablet Omission Detection

Detects missing tablets and assembly anomalies in blister packs to ensure packaging integrity.

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Logistics Carrier Inspection — Case cover
LogisticsInsWorks ESAI

Logistics Carrier Inspection

Identifies the status of logistics containers and pallets, providing AI capabilities for sorting, handling, and operational monitoring.

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Application Cases