table-transformer
deepdoctection
table-transformer | deepdoctection | |
---|---|---|
9 | 8 | |
1,869 | 2,245 | |
8.3% | 8.4% | |
6.1 | 9.2 | |
5 months ago | 5 days ago | |
Python | Python | |
MIT License | Apache License 2.0 |
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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.
table-transformer
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Data extraction from pdf
Saw this last time but never played with it https://github.com/microsoft/table-transformer
- FLaNK Stack Weekly 11 Dec 2023
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[P] OCR + Table Extraction Advice
Have you tried the SOTA on Table Detection and Extraction with out of the box model weights?
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How do you parse tables in PDF with langchain? Especially, the context which is few lines above and below the table.
https://huggingface.co/blog/document-ai https://github.com/microsoft/table-transformer https://github.com/google-research/pix2struct https://github.com/PaddlePaddle/PaddleOCR/blob/release/2.6/ppstructure/table/README.md
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[D] Unimpressive improvement in training speed after upgrading from GTX 980 Ti to RTX 4090
GPU is at 100% although a bit spiky (dropping occasionally to 50%), I expect that to be normal? I use the same configuration as the authors, num_workers is set to 1 https://github.com/microsoft/table-transformer/blob/main/src/structure_config.json . Data is on a separate SSD, C-drive is a NVMe SSD
- Microsoft TableTransformer
- DeepDoctection
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?
pix2struct
DocumentInformationExtraction - Key Information Extraction From Documents: Evaluation And Generator
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"
Flowise - Drag & drop UI to build your customized LLM flow
PaddleOCR - Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)
FLaNK-Ice - Apache Iceberg - Cloud Data Lakehouse
PentestGPT - A GPT-empowered penetration testing tool
llama - Inference code for Llama models
donut - Official Implementation of OCR-free Document Understanding Transformer (Donut) and Synthetic Document Generator (SynthDoG), ECCV 2022
camelot - Camelot: PDF Table Extraction for Humans
bark - 🔊 Text-Prompted Generative Audio Model