table-transformer
Gooey
| table-transformer | Gooey | |
|---|---|---|
| 9 | 60 | |
| 1,869 | 20,404 | |
| 8.3% | - | |
| 6.1 | 0.0 | |
| 5 months ago | 3 months ago | |
| Python | Python | |
| MIT License | MIT License |
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.
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
Gooey
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Gooey: My take on a Rusty GUI framework
The name conflicts with a similar python module that allows one to turn any Python console program into a GUI with one line.
https://github.com/chriskiehl/Gooey
- FLaNK Stack Weekly 11 Dec 2023
- Turn (almost) any Python command line program into a full GUI application with one line
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Gooey: Turn almost any Python command line program into a full GUI application
Hey! Cool project! I have a question: why do you dump out sys.argv to a local file in the CWD? [0] tmp.txt is hardly a unique name… or am I missing something and this never triggers?
[0] https://github.com/chriskiehl/Gooey/blob/be4b11b8f27f500e732...
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PysimpleGUI
This might be of interest to you:
> Gooey - Turn (almost) any Python 3 Console Program into a GUI application with one line
https://github.com/chriskiehl/Gooey
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Python GUIs
I love gooey: https://github.com/chriskiehl/Gooey
It allows me to quickly slap a GUI on an existing script that accepts command-line-arguments. In the end, I get the best of both world: Discoverability from the GUI, automation through the script, and automatic feature parity between the two.
Downside: Control over the GUI layout is basic, and only "standard" GUI features work, but I never felt limited when using it.
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Launch HN: Onu (YC W23) – Turn scripts into internal tools in minutes
similar for local/individual usage:
https://github.com/chriskiehl/Gooey - take a python-CLI, make a TK-windows
and then probably even simple dashboarding like streamlit.
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This package will "GUI-fy" your functions!
Like Gooey?
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Question about 'chaining' Python scripts
As for how I'd handle it, I would probably combine both into one command-line program, with all filepaths using pathlib and letting argparse handle the options. That way you could optionally generate a GUI with gooey with little extra effort, although this would also add a dependency.
What are some alternatives?
pix2struct
Python Fire - Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.
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"
Tkinter-Designer - An easy and fast way to create a Python GUI 🐍
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)
click - Python composable command line interface toolkit
FLaNK-Ice - Apache Iceberg - Cloud Data Lakehouse
typer - Typer, build great CLIs. Easy to code. Based on Python type hints.
llama - Inference code for Llama models
asciimatics - A cross platform package to do curses-like operations, plus higher level APIs and widgets to create text UIs and ASCII art animations
camelot - Camelot: PDF Table Extraction for Humans
PySimpleGUI - Python GUIs for Humans! PySimpleGUI is the top-rated Python application development environment. Launched in 2018 and actively developed, maintained, and supported in 2024. Transforms tkinter, Qt, WxPython, and Remi into a simple, intuitive, and fun experience for both hobbyists and expert users.