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detectinganomalies

Paul G's avatar
Paul G authored
c1617a74
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Quelle

https://github.com/bnsreenu/python_for_microscopists/blob/master/260_image_anomaly_detection_using_autoencoders/260_image_anomaly_detection_using_autoencoders.py

General

Detecting anomaly images using AutoEncoders. (Sorting an entire image as either normal or anomaly)
Here, we use both the reconstruction error and also the kernel density estimation based on the vectors in the latent space. We will consider the bottleneck layer outputfrom our autoencoder as the latent space.
This code uses the malarial data set but it can be easily applied to any application.

Data from: Virus