I’ve been working on anomaly detection problems on industrial products. Most of the samples are images (a few are audio data and others). As we’re focusing on an engineering solution, we need a reliable toolbox or library initially.
I’ve found this, Anomalib, an amazing library and best suited for this task. It’s in PyTorch and provides state of an art approach to address this task. I was wondering if there is any well-known library in TensorFlow 2 or Keras?
Some of the models are
Note, that there might be one or two open-source implementations in tf/keras. But I am looking for something reliable and supported, so it can give me an opportunity to continue my work with them.
[Update: 28 April, 2022]: Added Resources: GitHub - yzhao062/anomaly-detection-resources: Anomaly detection related books, papers, videos, and toolboxes