- Anomaly detection
Minuscule defect recognition technology for image inspections
Enables image inspections that do not miss even small anomalies.
- Detects minuscule objects in image elements, such as small anomalies arising in appearance inspection images or small suspicious objects captured in security camera footage.
- In addition to categorizing the presence or absence of an anomaly, the system also detects the anomaly location just by teaching whether an anomaly exists in each training image.
Applications
- Automatic appearance inspections
- Video monitoring
Benchmarks, strengths, and track record
- Using the proposed method, recognition accuracy for minuscule anomalies in 2~16 pixels increased to 67~99 %, compared to 52~79 % using conventional methods.
- Also accurately detects the anomaly location.
Inquiries
Please include the title “Toshiba AI Technology Catalog: Minuscule defect recognition technology for image inspections” or the URL in the inquiry text.
Please note that because this technology is currently the subject of R&D activities, immediate responses to inquiries may not be possible.
