industrial-inspection

I have built the computer vision models in 3 different ways addressing different personas, because not all companies will have a resolute data science team. quality-control manufacturing big-data-analytics jupyter-notebook cognitive services industry solutions

A powerful app for processing DJI infrared (IR) images, featuring advanced thermal analysis, conversion, and visualization capabilities. Supports DJI Matrice 4 (M4T), Matrice 30 (M30T), Mavic 3 (M3T), and Mavic 2 Enterprise Advanced drones

Production-ready visual anomaly detection from normal images, featuring PaDiM, ultra-light PatchCore, automated edge deployment, and optimized ONNX, OpenVINO, TensorRT INT8, Hailo, and KV260 support.

LeManchot-Analysis is a system for abnormal detection in coupled visible-thermal images

LeManchot is a multimodal data platform including data acquisition and data transmission components

LeManchot-Points is a system for fusion of multi-modal data captured by our data acquisition system

Multimodal AI agent for industrial quality inspection with vision, standards RAG, severity judgment, and structured reports.

基于PyTorch U-Net的图像边缘分割系统，支持自定义数据集训练、推理与评估，适用于工业检测、医学影像和遥感影像边缘提取

Rule-based 3D inspection workbench for height maps, meshes, point clouds, ROI teaching, and recipe replay.

Training-free deep learning for unsupervised industrial defect detection & localization on MVTec AD, PatchCore & PaDiM, with image and pixel level AUROC and a one-click free-Colab demo.

Micro-defect detection on dilator tips: SoftPatch+ anomaly detection → heatmap-guided labeling assistant → YOLO detector.

AI-powered industrial steel surface defect detection using EfficientNet-B0 and Grad-CAM explainability.

Industrial Defect Data Augmentation with Few-Shot Learning and Poisson Seamless Fusion - 工业异常检测的少样本数据增广工具

PCB电路板缺陷检测系统，基于YOLOv8实现6种缺陷识别，mAP50=93.7%

Anomaly detection for visual defect inspection: trained on normal images only, with localisation. PyTorch + MVTec AD.

Machine-vision inspection toolkit for .NET on OpenCvSharp — rotation/scale template matching, caliper line & circle finders, blob, WPF teaching controls, vendor-free GigE acquisition

HALCON 13 Regions/Features 오퍼레이터 40종을 SDK 없이 C++ 로 재현하는 라이브러리. 정확도 우선 — 정의→검증→구현.

Universal industrial anomaly detection GUI - Zero-shot defect detection for manufacturing quality control

Offline explainable computer vision for metal-assembly inspection — C#/.NET 8, Avalonia, OpenCV, DINOv2, FastSAM and LightGlue.

Surface defect classification for industrial visual inspection using PyTorch and FastAPI.