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DeepLTK Anomaly Detection Addon by Ngene - Toolkit for LabVIEW Download

Anomaly Detection Addon for DeepLTK

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Version2.0.1.18
ReleasedMar 28, 2025
Publisher Ngene
License Ngene Custom
LabVIEW VersionLabVIEW>=20.0
Operating System Windows
Dependencies ngene_lv_dnn_deep_learning_toolkit  
Project links Homepage   Discussion

Description

DeepLTK Anomaly Detection Addon
The DeepLTK Anomaly Detection Addon enables high-performance, unsupervised visual anomaly detection, ideal for defect detection, industrial inspection, and outlier identification.

Key Features
•High-Speed Training: <1 min (GPU), ~5 min (CPU)
•Fast Inference: <10 ms (GPU), ~300 ms (CPU)
•High Accuracy: >95% on 80+ datasets
•Unsupervised: Learns from normal samples only - no annotations needed
•Few-Shot Learning: 100s of good images can achieve near-perfect accuracy
•Versatile: Ideal for manufacturing, medical imaging, and predictive maintenance

Examples: https://github.com/ngenehub/deepltk_examples/tree/main/3_Image_Processing/36_Anomaly_Detection
Tutorials: https://www.ngene.co/post/deepltk-tutorial-3-6-visual-anomaly-detection

Release Notes

2.0.1.18 (Mar 28, 2025)

v2.0.1
1. Initial release.

ngene was a contributor to this release


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