table-transformer
FLaNK-EveryTransitSystem
| table-transformer | FLaNK-EveryTransitSystem | |
|---|---|---|
| 9 | 8 | |
| 1,869 | 3 | |
| 8.3% | - | |
| 6.1 | 6.1 | |
| 5 months ago | 5 months ago | |
| Python | ||
| MIT License | Apache License 2.0 |
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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
FLaNK-EveryTransitSystem
What are some alternatives?
pix2struct
pgmq - A lightweight message queue. Like AWS SQS and RSMQ but on Postgres.
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"
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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)
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FLaNK-Ice - Apache Iceberg - Cloud Data Lakehouse
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llama - Inference code for Llama models
ML-For-Beginners - 12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
camelot - Camelot: PDF Table Extraction for Humans
Scada-LTS - Scada-LTS is an Open Source, web-based, multi-platform solution for building your own SCADA (Supervisory Control and Data Acquisition) system.