table-transformer
FLaNK-Ice
table-transformer | FLaNK-Ice | |
---|---|---|
9 | 8 | |
1,869 | 1 | |
8.3% | - | |
6.1 | 6.0 | |
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-Ice
What are some alternatives?
pix2struct
OpenVoice - Instant voice cloning by MyShell.
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"
meditron - Meditron is a suite of open-source medical Large Language Models (LLMs).
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)
ML-For-Beginners - 12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
llama - Inference code for Llama models
LLMCompiler - [ICML 2024] LLMCompiler: An LLM Compiler for Parallel Function Calling
camelot - Camelot: PDF Table Extraction for Humans
mlx-examples - Examples in the MLX framework
doctr - docTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning.
PaK-Stocks - Stocks