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Defect Identification Challenge to find an efficient and exact process for error detection in the production line using Computer Vision, Deep Learning or Classical Machine Learning based techniques.

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defect-identification-challenge error-detection deep-learning machine-learning computer-vision hybrid-learning

rommelag-defect-identification-challenge's Introduction

Industrial Error Detection with Machine Learning Hackathon

PionierGarage | Entrepreneurs. KIT

2nd Place Winner

The challenge is to find an efficient and exact process for error detection in the production line. You will get real data of a manufacturing defect of an operational manufacturing with the aim to classify it in the team binary (good / bad). The current approach is a visual inspection of the products by a camera. This procedure, as well as the final processing (deep learning / feature extraction / ...) is up to you as a participant!

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