lukas-heilgenbrunner
bcbb9bb9de
Some checks failed
Build Typst document / build_typst_documents (push) Failing after 8s
16 lines
715 B
XML
16 lines
715 B
XML
= Experimental Results
|
|
|
|
== Is Few-Shot learning a suitable fit for anomaly detection?
|
|
|
|
Should Few-Shot learning be used for anomaly detection tasks?
|
|
How does it compare to well established algorithms such as Patchcore or EfficientAD?
|
|
|
|
== How does disbalancing the Shot number affect performance?
|
|
Does giving the Few-Shot learner more good than bad samples improve the model performance?
|
|
|
|
== How does the 3 (ResNet, CAML, \pmf) methods perform in only detecting the anomaly class?
|
|
How much does the performance improve if only detecting an anomaly or not?
|
|
How does it compare to PatchCore and EfficientAD?
|
|
|
|
== Extra: How does Euclidean distance compare to Cosine-similarity when using ResNet as a feature-extractor?
|