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tags: |
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- fastai |
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- image-classification |
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--- |
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# Model card |
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## Model description |
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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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## Intended uses & limitations |
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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. |
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## Training and evaluation data |
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Was trained on images from the British Museum site, see link below |
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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 |
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Architecture: "vit_base_patch16_224_in21k" |
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