surya
deepdoctection
| surya | deepdoctection | |
|---|---|---|
| 6 | 8 | |
| 6,871 | 2,245 | |
| - | 8.4% | |
| 8.4 | 9.2 | |
| 4 days ago | 6 days ago | |
| Python | Python | |
| GNU General Public License v3.0 only | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
surya
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New open source AI model for document segmentation and unstructured ETL
Would this be able to incorporate the models from Surya —
https://github.com/VikParuchuri/surya
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Show HN: Beyond text splitting – improved file parsing for LLM's
This looks great! You might be interested in surya - https://github.com/VikParuchuri/surya (I'm the author). It does OCR (much more accurate than tesseract), layout analysis, and text detection.
The OCR is slow on CPU (working on it), but faster than tesseract (CPU-only) on GPU.
Happy to discuss more, feel free to email me (in profile).
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LlamaCloud and LlamaParse
You may want to try https://github.com/VikParuchuri/surya (I'm the author). I've only benchmarked against tesseract, but it outperforms it by a lot (benchmarks in repo). Happy to discuss.
You could also try https://github.com/VikParuchuri/marker for general PDF parsing (I'm also the author) - it seems like you're more focused on tables.
- Show HN: Surya – OCR and line detection in 93 languages
- Surya: Multilingual Document OCR Toolkit
deepdoctection
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Show HN: Beyond text splitting – improved file parsing for LLM's
https://github.com/deepdoctection/deepdoctection
Have you tried this ?
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April 2023
DeepDoctection: Document extraction and analysis using deep learning models (https://github.com/deepdoctection/deepdoctection)
- DeepDoctection: Document extraction and analysis using deep learning models
- DeepDoctection
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[D] Can I use ML/AI to read the back panels of electronic components?
deepdoctection/deepdoctection: A Repo For Document AI
What are some alternatives?
cmdf - this thing will fix misspelled commands by learning from your history.
DocumentInformationExtraction - Key Information Extraction From Documents: Evaluation And Generator
stable-diffusion-webui - Stable Diffusion web UI
Flowise - Drag & drop UI to build your customized LLM flow
Auto-GPT - An experimental open-source attempt to make GPT-4 fully autonomous. [Moved to: https://github.com/Significant-Gravitas/Auto-GPT]
CascadeTabNet - This repository contains the code and implementation details of the CascadeTabNet paper "CascadeTabNet: An approach for end to end table detection and structure recognition from image-based documents"
PentestGPT - A GPT-empowered penetration testing tool
donut - Official Implementation of OCR-free Document Understanding Transformer (Donut) and Synthetic Document Generator (SynthDoG), ECCV 2022
bark - 🔊 Text-Prompted Generative Audio Model
Information-extraction-from-document - Graph Key Information Extraction: GKIE
JARVIS - JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf
unstructured - Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.