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britishmus_plate_material_classifier
Kieranm/britishmus_plate_material_classifier
britishmus_plate_material_classifier is a image classification model from Kieranm. Use it when you need a label for an image. It is set up for fastai.
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.
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Public
Updated Jun 8, 2022
Repo size
345 MB
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.pkl345 MB · 100%
At a glance
- Task
- Image Classification
- Library
- fastai
- Access
- Public
- Created
- Jun 8, 2022
- Updated
- Jun 8, 2022
- SHA
- ff85b1de
Model card
From the Hugging Face model README
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"
- Task
- Image Classification
- Library
- fastai
- Created
- Jun 8, 2022
- Updated
- Jun 8, 2022