Real-Time Anomaly Detection For Quality Control

Insights after two years in the industry

Anthony Cavin
Towards Data Science
10 min readFeb 3, 2024

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Example of an encoder and a graph in the latent space (image by author)

The scenario: a high-speed production line is producing thousands of products. Two cameras are installed to continuously control the quality of each product.

The goal: develop an algorithm that can check each product as fast as possible.

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