monkt/doctype
Image Classification
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End of preview. Expand
in Data Studio
Document Classification
It works per image input.
Classes
| Class | Processing Pipeline | Training Datasets |
|---|---|---|
document_printed |
Docling pipeline | HuggingFaceFW/finepdfs, RVL-CDIP |
document_handwritten |
Docling pipeline with handwriting OCR | IAM Handwritten Forms, RVL-CDIP |
photo |
VLLM: "Describe this image" | COCO 2017 |
diagram |
VLLM: "Describe this diagram" | AI2D, UML Diagrams |
chart |
VLLM: "Analyze this chart/graph" | PlotQA |
screenshot |
VLLM: "Analyze screenshot" | RICO, WebSRC |
map |
VLLM: "Analyze this map" | Satellite Maps, DeepGlobe Roads |
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Size of downloaded dataset files:
182 MB
Size of the auto-converted Parquet files:
176 MB
Number of rows:
1,400
Models trained or fine-tuned on monkt/doctype