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anomaly-localization Open-Source Projects
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anomalib
An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
Project mention: Computer Vision Meetup: Anomaly Detection with Anomalib and FiftyOne | dev.to | 2024-05-10In this brief walkthrough, I will illustrate how to leverage open-source FiftyOne and Anomalib to build deployment-ready anomaly detection models. First, we will load and visualize the MVTec AD dataset in the FiftyOne App. Next, we will use Albumentations to test out augmentation techniques. We will then train an anomaly detection model with Anomalib and evaluate the model with FiftyOne.
anomaly-localization related posts
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Computer Vision Meetup: Anomaly Detection with Anomalib and FiftyOne
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Recapping the AI, Machine Learning and Data Science Meetup — May 8, 2024
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Anomaly Detection with FiftyOne and Anomalib
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May 8, 2024 AI, Machine Learning and Computer Vision Meetup
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Anomalib: Anomaly detection library comprising cutting-edge algorithms
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Defect Detection using Computer Vision
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From Lab to Live: Implementing Open-Source AI Models for Real-Time Unsupervised Anomaly Detection in Images
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A note from our sponsor - InfluxDB
www.influxdata.com | 31 May 2024
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