Create README.md

README.md

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+---
+task_categories:
+- image-classification
+pretty_name: doctype
+size_categories:
+- 10K<n<100K
+---
+# Document Classification
+
+It works per image input.
+
+## Classes
+| Class | Processing Pipeline | Training Datasets |
+|-------|-------------------|-------------------|
+| `document_printed` | Docling pipeline | [HuggingFaceFW/finepdfs](https://huggingface.co/datasets/HuggingFaceFW/finepdfs) |
+| `document_handwritten` | Docling pipeline with handwriting OCR | [IAM Handwritten Forms](https://www.kaggle.com/datasets/naderabdalghani/iam-handwritten-forms-dataset) |
+| `photo` | VLLM: "Describe this image" | [COCO 2017](https://www.kaggle.com/datasets/awsaf49/coco-2017-dataset) |
+| `diagram` | VLLM: "Describe this diagram" | [AI2D](https://huggingface.co/datasets/lmms-lab/ai2d), [UML Diagrams](https://www.kaggle.com/datasets/domenicoarm/uml-class-diagram-dataset-bounded-box-rating) |
+| `chart` | VLLM: "Analyze this chart/graph" | [PlotQA](https://huggingface.co/datasets/openbmb/VisRAG-Ret-Test-PlotQA) |
+| `screenshot` | VLLM: "Analyze screenshot" | [RICO](https://huggingface.co/datasets/rootsautomation/RICO-ScreenAnnotation), [WebSRC](https://huggingface.co/datasets/rootsautomation/websrc) |
+| `map` | VLLM: "Analyze this map" | [Satellite Maps](https://www.kaggle.com/datasets/arka47/satellitegooglemapsmasks), [DeepGlobe Roads](https://www.kaggle.com/datasets/balraj98/deepglobe-road-extraction-dataset) |