基于 ResNet18 的工业零件表面缺陷智能检测系统，验证集准确率达到 98.33%
ROS-based Multisensor Fusion Digital Twin (MFDT) platform for real-time monitoring and defect detection of Laser-Directed Energy Deposition (L-DED) Additive Manufacturing (AM) process.
Autonomous Industrial Conveyor Belt Inspection System: Real-time defect detection (punctures, tears, cracks) using YOLOv8, live telemetry HUD & safety monitoring.
웨이퍼 맵 불량 패턴 판독 에이전트 — 아는 패턴 분류 · 처음 보는 패턴 경고 · 코드가 검사하는 로컬 LLM 판독 카드 (WM-811K)
AI-powered industrial product quality inspection application for defect detection using Computer Vision and Gradient Boosting
wafer defect detection using CNN model
Visual defect detection API — statistical anomaly scoring, defect localization, FastAPI. No GPU required.
Confidence-aware inspection-decision engine for semiconductor manufacturing — AI virtual metrology with a statistically-guaranteed reliability budget, realized as a synthesized FPGA IP (DACR-IP).
AI visual quality control for manufacturing: YOLOv9 defect detection, anomaly detection with PatchCore, 3D point cloud inspection, real-time conveyor belt monitoring and MES integration
Unsupervised electronic component defect detection · PatchCore (CVPR 2022) · WideResNet50-2 · AUROC 0.9487 on MVTec AD transistor
A technical archive of an industrial belt and tread defect detection project based on structured-light geometry and transformed-domain pattern analysis.
ConvNeXt V2-B fine-tuning, TensorRT 11.2 acceleration, industrial AOI defect dataset generator, and live quality analytics desktop studio.
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