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Python anomaly-localization 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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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.
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python 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 - SaaSHub
www.saashub.com | 1 Jun 2024
Index
| Project | Stars | |
|---|---|---|
| 1 | anomalib | 3,264 |
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