Recapping the AI, Machine Learning and Data Science Meetup — May 8, 2024

• anomalib

  17 3,264 9.3 Python

  An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

  

Anomalib GitHub

• albumentations

  29 13,574 9.1 Python

  Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

  

In 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.

• Scout Monitoring

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  Free Django app performance insights with Scout Monitoring. Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today.

  

• HSR-challenge-3

  1 4 - Python

  Our source code for the 3rd TRI-sponsored HSR challenge.

University of Michigan code used for the third HSR Challenge 181213. on GitHub

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