Detailed solution introduction
Defect Inspection by AI is often chosen as the first try by manufacturing firms when considering embrace AI. And there are a lot of firms providing solutions currently.
TAO Info distinguishes itself from the crowd by
1. Focus on minor defects, for example, scratches in semi and lens module;
2. Able to identify unforeseen defects in the learning process and inform engineers or operators about the new abnormality.
Virtual Metrology (VM) is a crucial stepping stone for a firm to be a real player in Industry 4.0. The basic reasoning behind VM is that modern manufacturing is a series of carefully controlled physical process and/or chemical reactions. As a result, the quality of the WIP is highly correlated to the parameters in production. With the widespread of IOT sensors, we can get a pretty good predict of the quality of the WIP by data collected from IOT sensors. The main advantage of utilizing VM is to greatly reduce the time and cost of offline inspection, and hence increase productivity and yield.