Semiconductors
In the semiconductor industry, AI visual inspection is widely used, boasting over 99% accuracy and 10x faster speed than manual checks, aiding wafer and packaging quality. Yet challenges persist: insufficient precision for submicron defects, scarce defective samples due to confidentiality, environmental interference, and lower flexibility than traditional solutions as models need retraining for upgrades.
Aqrose AI Solution Overview
Aqrose offers professional AI visual inspection solutions for the semiconductor industry. Leveraging AIDI, it builds universal models to accurately identify over 100 defect types (mild to severe) for process optimization data support . The AIDI-based ARS system analyzes traditional AOI/AVI results, filtering false alarms from equipment/environmental interference to boost reliability and cut costs, aiding quality, efficiency and intelligent transformation throughout production.
Full-process Inspection of Semiconductor Industry
Design Phase
Manufacturing Phase
Packaging and Testing Phase (Back-End)
Success Cases
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Intelligent Defect Review of Printed Circuit Board (PCBs) is a crucial step in the circuit semiconductor manufacturing process for making a second and accurate judgment on the suspected defects of PCBs detected initially. It uses intelligent means to screen out real defects and eliminate misjudgment -
Chip Wire Bond inspection is a crucial detection process in the semiconductor packaging stage, focusing on the connection quality of bonded wires. By examining the connection status of bonding wires such as gold wires and copper wires, it ensures the stable transmission of internal circuit signals o -
In the PCB industry, Camtek Verify and Repair (CVR) workstations operate under strict Standard Operating Procedures (SOPs). However, workers frequently make errors when handling PCB boards, such as confusing the sequence of film covering and insertion, skipping steps entirely, or using non-compliant
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