table-transformer
FLaNK-SaoPauloBrazil
table-transformer | FLaNK-SaoPauloBrazil | |
---|---|---|
9 | 10 | |
1,869 | 2 | |
8.3% | - | |
6.1 | 6.8 | |
5 months ago | 6 months ago | |
Python | HTML | |
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-SaoPauloBrazil
- FLaNK 25 December 2023
- FLaNK Weekly 18 Dec 2023
- FLaNK Stack Weekly 11 Dec 2023
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What are some alternatives?
pix2struct
leafmap - A Python package for interactive mapping and geospatial analysis with minimal coding in a Jupyter environment
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"
promptflow - Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.
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)
Rerender_A_Video - [SIGGRAPH Asia 2023] Rerender A Video: Zero-Shot Text-Guided Video-to-Video Translation
FLaNK-Ice - Apache Iceberg - Cloud Data Lakehouse
FLaNK-HuggingFace-BLOOM-LLM - https://huggingface.co/bigscience/bloom into NiFi
llama - Inference code for Llama models
open-interpreter - A natural language interface for computers
camelot - Camelot: PDF Table Extraction for Humans
CML_AMP_Finetune_Foundation_Model_Multiple_Tasks