Скачать или смотреть Anomaly Detection Autoencoder GUI ESP32 Bluetooth (ADPS)

Behind all this is my experiment:

The experiment is a practical task - quality control (small series). In such an environment, there is not enough "learning material" for classic machine learning. It is also not always 100% certain WHICH error occurs in order to then learn it across the board (at least 1000 images). So we decided to use the auto-encoder for such anomaly detection.

..the question "is it possible to detect anomalies in objects WITHOUT error-learning material?" Objects can be anything - e.g. motor or pump or similar.

all details here: https://github.com/iCounterBOX/Anomaly-Det...

The video is made by https://ai.invideo.io/
footage is from the original experiment