[ECCV 2024] Official Implementation of An Incremental Unified Framework for Small Defect Inspection
A C# WinForms application for annotation → training → inference for image segmentation.
Open-source YOLOv8 steel surface defect detection project with training, inference, GUI, and Apple Silicon support.
YOLO26 industrial defect detection: End-to-end pipeline from training to ONNX deployment with C# WPF app
Official PyTorch implementation of DDV-GNet: A real-time (853 FPS) gated convolutional neural network for real-time aerospace defect detection.
Deployable, config-driven vision runtime for real-world production-line inspection.
Two-stage YOLO26 detector + classifier pipeline for automated label-defect inspection on a production line, deployed to Rockchip RK3588S edge hardware via RKNN INT8 quantization.
Boundary-by-Mask (BbM): Few-Shot Instance Segmentation with Mask-Conditioned Boundary Learning for Texture-Poor Industrial Parts. Yutaka Yoshinaga, Naoya Chiba, Koichi Hashimoto. IROS 2026.
钢板缺陷检测 HMI：UI 设计、演示界面与交互思考
Interactive tuning workspace for Wego tray inspection parameters, aligned with VisionRuntime detector logic.
Official code and Electronics manuscript for GeoPRR-Net: geometry-aware polar-relational routing for robust analog gauge reading.
Reference architecture for camera streaming, browser-side vision tuning, inspection runtime, and operator workflows.
End-to-end industrial vision platform with PyTorch, OpenCV, FastAPI, Django, PostgreSQL, React, and Docker.
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