8 citations · 17 across the 6 of their papers we have counts for
3 papers · 1 filter
Data augmentation and pre-trained networks for extremely low data regimes unsupervised visual inspection
Pierre Gutierrez, Antoine Cordier, Thaïs Caldeira +1
The use of deep features coming from pre-trained neural networks for unsupervised anomaly detection purposes has recently gathered momentum in the computer vision field. In particu…
Synthetic training data generation for deep learning based quality inspection
Pierre Gutierrez, Maria Luschkova, Antoine Cordier +3
Deep learning is now the gold standard in computer vision-based quality inspection systems. In order to detect defects, supervised learning is often utilized, but necessitates a la…
Active learning using weakly supervised signals for quality inspection
Antoine Cordier, Deepan Das, Pierre Gutierrez
Because manufacturing processes evolve fast, and since production visual aspect can vary significantly on a daily basis, the ability to rapidly update machine vision based inspecti…