Electronics inspection for precise detection of irregular defects

Electronics vision inspection for precise detection of irregular micro defects

Neurocle's vision inspection precisely detects defects that were difficult to distinguish using rule-based methods, from micro defects in ultra-small components to irregular display panel defects. This delivers consistent judgment criteria, minimizing over-detection and under-detection to maximize yield.

seconductor ai vision inspection

Neurocle's
solution clients

Neurocle's solution clients

Fields of application

AI vision inspection applications from MLCC to PCB and displays

Electronic components (MLCC·Connectors)

MLCC internal defect inspection

C-type connector defect inspection

Bond dispensing inspection for small components

Network connector internal defect inspection

Capacitor component defect inspection

Electronic components (MLCC·Connectors)

MLCC internal defect inspection

C-type connector defect inspection

Bond dispensing inspection for small components

Network connector internal defect inspection

Capacitor component defect inspection

PCB

FPCB surface inspection

PCB chip classification inspection

PCB epoxy area detection inspection

PCB

FPCB surface inspection

PCB chip classification inspection

PCB epoxy area detection inspection

Display panel

Mura inspection

Display filter inspection

F-MASK appearance defect inspection

LED panel foreign material inspection

Display panel

Mura inspection

Display filter inspection

F-MASK appearance defect inspection

LED panel foreign material inspection

Electronic components (MLCC·Connectors)

MLCC internal defect inspection

C-type connector defect inspection

Bond dispensing inspection for small components

Network connector internal defect inspection

Capacitor component defect inspection

PCB

FPCB surface inspection

PCB chip classification inspection

PCB epoxy area detection inspection

Display panel

Mura inspection

Display filter inspection

F-MASK appearance defect inspection

LED panel foreign material inspection

Use case

Use cases in electronics manufacturing

Electronic components (MLCC·Connectors)

Precisely inspects internal defects, micro-pin plating conditions, and bond application to prevent defects from carrying over to later processes.

Electronic components (MLCC·Connectors)

Detects micron-scale defects at the earliest stages of the process, preventing defect propagation to downstream operations

seconductor ai vision inspection

MLCC internal defect inspection

Detects irregular internal defects in MLCC that are difficult to judge from appearance.

seconductor ai vision inspection

C-type connector defect inspection

Detects irregular defects in connector surface plating and internal pins using deep learning vision inspection.

seconductor ai vision inspection

MLCC internal defect inspection

Detects irregular internal defects in MLCC that are difficult to judge from appearance.

seconductor ai vision inspection

C-type connector defect inspection

Detects irregular defects in connector surface plating and internal pins using deep learning vision inspection.

PCB

Precisely distinguishes everything from FPCB surface defects to PCB chip identification, improving judgment accuracy and ensuring quality consistency.

PCB

Precisely identifies micron-level defects arising in the early stages of the process, helping prevent defect propagation to downstream processes.

seconductor ai vision inspection

FPCB surface inspection

Precisely detects fine defects on ultra-fine FPCB components.

seconductor ai vision inspection

PCB chip identification inspection

Locates chip areas on the PCB and classifies them by manufacturer.

seconductor ai vision inspection

FPCB surface inspection

Precisely detects fine defects on ultra-fine FPCB components.

seconductor ai vision inspection

PCB chip identification inspection

Locates chip areas on the PCB and classifies them by manufacturer.

Display panel

Precisely detects key defects across the process, including Mura, minimizing both under-detection and over-detection.

Display panel

Accurately identify defects and microcracks using high-resolution imaging, improving yield while minimizing both overkill and underkill.

seconductor ai vision inspection

Mura inspection

Finds various forms of Mura on the panel surface and classifies them by type.

seconductor ai vision inspection

Display filter inspection

Accurately detects areas with fine defects within the pattern.

seconductor ai vision inspection

Mura inspection

Finds various forms of Mura on the panel surface and classifies them by type.

seconductor ai vision inspection

Display filter inspection

Accurately detects areas with fine defects within the pattern.

Main features

Key advantages of Neurocle's electronics vision inspection

Exceptional accuracy in detecting ultra-fine defects

Perfectly captures micro-level defects that are difficult to identify with the human eye, blocking defect leakage within the process.

Exceptional accuracy in detecting ultra-fine defects

Perfectly captures micro-level defects that are difficult to identify with the human eye, blocking defect leakage within the process.

Exceptional accuracy in detecting ultra-fine defects

Perfectly captures micro-level defects that are difficult to identify with the human eye, blocking defect leakage within the process.

Accurately detects irregular defects of any shape

Precisely detects irregular defects that vary in shape and size each time and are difficult to identify with conventional inspection methods.

Accurately detects irregular defects of any shape

Build inspection models with original high-resolution images without resizing to detect defects without any information loss

Accurately detects irregular defects of any shape

Precisely detects irregular defects that vary in shape and size each time and are difficult to identify with conventional inspection methods.