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> **Document-Type-Detection** is a multi-class image classification model based on `google/siglip2-base-patch16-224`, trained to detect and classify **types of documents** from scanned or photographed images. This model is helpful for **automated document sorting**, **OCR pipelines**, and **digital archiving systems**.
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---
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## **Label Classes**
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> **Document-Type-Detection** is a multi-class image classification model based on `google/siglip2-base-patch16-224`, trained to detect and classify **types of documents** from scanned or photographed images. This model is helpful for **automated document sorting**, **OCR pipelines**, and **digital archiving systems**.
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```py
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Classification Report:
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precision recall f1-score support
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Advertisement-Doc 0.8940 0.8940 0.8940 2000
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Hand-Written-Doc 0.9168 0.9310 0.9238 2000
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Invoice-Doc 0.9026 0.8940 0.8983 2000
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Letter-Doc 0.8380 0.8820 0.8594 2000
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News-Article-Doc 0.9258 0.8800 0.9023 2000
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Resume-Doc 0.9425 0.9340 0.9382 2000
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accuracy 0.9025 12000
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macro avg 0.9033 0.9025 0.9027 12000
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weighted avg 0.9033 0.9025 0.9027 12000
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```
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---
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## **Label Classes**
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