A frozen MobileSAM encoder plus a small MLP head gives a parameter-light image-level anomaly detector that is fast on desktop GPUs and deployable on Jetson devices, though its accuracy on ViSA is not state of the art.
In: Winter Conference on Applications of Computer Vision (WACV) (2024)
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
KairosAD: A SAM-Based Model for Industrial Anomaly Detection on Embedded Devices
A frozen MobileSAM encoder plus a small MLP head gives a parameter-light image-level anomaly detector that is fast on desktop GPUs and deployable on Jetson devices, though its accuracy on ViSA is not state of the art.