Web: https://www.reddit.com/r/deeplearning/comments/setba1/what_is_the_current_state_of_art_for_anomaly/

Jan. 28, 2022, 3:28 p.m. | /u/x11ry0

Deep Learning reddit.com


My use case is anomaly detection on industrial parts images.

Some parts have visual defaults, some have not. However, we don't know what default we will find on parts.

I would to explore the current state of art solutions to see what is possible, what is not possible, what need some research to be carried on.

Level 1: the basic anomaly detection model

The most basic model is to detect anomalies. It is a binary problem. Either the parts …

anomaly detection art deeplearning detection models

Data Scientist

@ Fluent, LLC | Boca Raton, Florida, United States

Big Data ETL Engineer

@ Binance.US | Vancouver

Data Scientist / Data Engineer

@ Kin + Carta | Chicago

Data Engineer

@ Craft | Warsaw, Masovian Voivodeship, Poland

Senior Manager, Data Analytics Audit

@ Affirm | Remote US

Data Scientist - Nationwide Opportunities, AWS Professional Services

@ Amazon.com | US, NC, Virtual Location - N Carolina