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Python neural-network-compression 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.
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 neural-network-compression related posts
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Computer Vision Meetup: Anomaly Detection with Anomalib and FiftyOne
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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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Early anomaly detection / Failure prediction on time series
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Anomaly detection in images using PatchCore
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Train a model based on two images
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A note from our sponsor - InfluxDB
www.influxdata.com | 22 May 2024
Index
| Project | Stars | |
|---|---|---|
| 1 | anomalib | 3,218 |
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