Surya Order
Surya Order is a vision-encoder-decoder model hosted on Hugging Face that predicts the reading order of elements in document images. It forms part of the Surya OCR project and addresses the need to reconstruct logical text flow from layouts such as multi-column pages, forms, or tables.
The model is provided in Safetensors format with 0.1 billion parameters and uses I64 and F32 tensor types. It carries a cc-by-nc-sa-4.0 license. Users load it through the Transformers library by importing AutoTokenizer and AutoModel, then calling from_pretrained on the repository vikp/surya_order with an optional device_map parameter.
Downloads reached 209070 last month. The model card lists two Spaces that incorporate it and notes that no inference provider has deployed it yet. It is delivered exclusively as a model repository on the Hugging Face platform and can be run in local environments, Colab notebooks, or Kaggle.
The repository page supplies example code for direct loading and links to relevant notebooks. No additional capabilities, integrations, or deployment options are stated.
Overview
2 featuresSurya Order is an Other AI project. It focuses on determining the correct reading order of text and elements within complex document layouts for accurate OCR processing. Surya Order is an open-source project aimed at developers. The project is open source (Apache-2.0). It ships for the web and API.
Behind Surya Order is vikp, and it first shipped in 2024. The project is developed in the open on GitHub with 21.1k stars and 51 commits in the last 90 days.
Summary written by a language model from the project’s public pages.
- Reading Order Prediction
- Document Understanding
Built with & integrations
- AWS
- x-amz-cf-id header · x-amz-cf-pop header · via header
Trust & compliance
Indexing history
1What PulseGate has recorded for this listing
- Indexed21 Jul · 17:09 UTCvikp/surya_order verified against its public sourceSource: PulseGate · Open
Frequently asked questions about Surya Order
- What does Surya Order do?
- Surya Order focuses on determining the correct reading order of text and elements within complex document layouts for accurate OCR processing. It is catalogued under Other AI on PulseGate.
- Who should use Surya Order?
- Surya Order is an open-source project built for developers.
- Is Surya Order free?
- Yes — Surya Order is open source under the Apache-2.0 license and free to use.
- What platforms does Surya Order run on?
- Surya Order runs on the web and API.
- Is Surya Order still active?
- The GitHub repository shows 51 commits in the last 90 days.
- What are alternatives to Surya Order?
- Similar projects tracked by PulseGate include Surya Tablerec, Surya Ocr 2, and Surya Rec2.Surya TablerecSurya Ocr 2Surya Rec2
- Who develops Surya Order?
- Surya Order is developed by vikp.
- When did Surya Order launch?
- Surya Order first shipped in 2024.
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