Kieranm/britishmus_plate_material_classifier

Model card

Model description

A model trained to classify the material of European plates, as found in the British Museum collection. Initial model was trained using basic fastai workflow with timm integration.

Intended uses & limitations

Should be able to predict the Material used (as defined by the British Museum) if that material was either porcelain,porcelain and gold, or earthenware with ~80% accuracy.

Training and evaluation data

Was trained on images from the British Museum site, see link below Examples to test can be found at: https://www.britishmuseum.org/collection/search?keyword=plate&object=plate&place=Europe&image=true&dateFrom=1700&eraFrom=ad&view=grid&sort=object_name__asc&page=1

Architecture: "vit_base_patch16_224_in21k"