---
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), [RVL-CDIP](https://www.kaggle.com/datasets/pdavpoojan/the-rvlcdip-dataset-test)|
| `document_handwritten` | Docling pipeline with handwriting OCR | [IAM Handwritten Forms](https://www.kaggle.com/datasets/naderabdalghani/iam-handwritten-forms-dataset), [RVL-CDIP](https://www.kaggle.com/datasets/pdavpoojan/the-rvlcdip-dataset-test) |
| `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) |