How can we make AI work with small data
‘Teaching’ AI when defects are a rarity is a huge problem. In automotive manufacturing, where lean Six Sigma practices have been widely adopted, most OEMs and Tier One suppliers strive to have fewer than three to four defects per million parts. The rarity of these defects makes it challenging to have sufficient defect data to …