COMPUTER VISION / QUALITY INSPECTION
See what needs
a closer look.
A second pair of eyes for bottle inspection.
Compare the original. Inspect the anomaly map.
Research prototype · MVTec AD bottle
An anomaly score is not a defect probability. The model was evaluated on one aligned bottle dataset; new products, backgrounds or camera angles may give unreliable results.
03 / REVIEW
Your inspection history.
Live inspection metadata stays in this browser. Images and heatmaps are not stored in history.
| Image | Signal | Relative score | Inference | Review |
|---|---|---|---|---|
| No live inspections yet. | ||||
BENCHMARK / RECORDED RESULTS
Measure the model.
Keep the limits visible.
Fit on normal examples. Set the threshold on held-out normal images. Evaluate on the official test split.
The primary method was chosen before examining test results. These figures describe the original benchmark images, not arbitrary uploads or resized demonstration samples.
| Method | Image AUROC | Missed defects | False alarms |
|---|
Samples and masks: MVTec AD, MVTec Software GmbH. The displayed sample images are resized derivatives under CC BY-NC-SA 4.0. This is a noncommercial research demonstration.
Dataset license ↗