| --- |
| 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) | |
