donut
Home Assistant
| donut | Home Assistant | |
|---|---|---|
| 19 | 1,411 | |
| 5,312 | 68,666 | |
| 2.9% | 0.7% | |
| 3.6 | 10.0 | |
| 6 months ago | 6 days ago | |
| Python | Python | |
| MIT License | Apache License 2.0 |
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donut
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Ask HN: Why are all OCR outputs so raw?
maybe this is better? https://github.com/clovaai/donut
I'm not sure
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Show HN: BetterOCR combines and corrects multiple OCR engines with an LLM
Yup! But I'm still exploring options. (any recommendations would be welcomed!) Here are some candidates I'm considering:
- https://github.com/mindee/doctr
- https://github.com/open-mmlab/mmocr
- https://github.com/PaddlePaddle/PaddleOCR (honestly I don't know Mandarin so I'm a bit stuck)
- https://github.com/clovaai/donut - While it's primarily an "OCR-free document understanding transformer," I think it's worth experimenting with. Think I can sort this out by letting the LLM reason through it multiple times (although this will impact performance)
- yesterday got a suggestion to consider https://github.com/kakaobrain/pororo - I don't think development is still active but the results are pretty great on Korean text
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New to ML, looking for some GPU and learning material info
I am also interested in experimenting with something like DONUT (https://github.com/clovaai/donut) but I have never seen anything on what the VRAM expectations are for something like this. Does anyone know also if there are any newer better models than this for document parsing as well? Or what the VRAM requirements for something like this tend to be?
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[D] Is there a good ai model for image-to-text where the images are diagrams and screenshots of interfaces?
Here are a few useful resources you could start with: [Pix2Struct by Google Research](https://github.com/google-research/pix2struct) might be a valuable tool, although it will most likely need some fine-tuning to fit your specifics. You can also find some fine-tuned models on HuggingFace by searching 'pix2struct'. Another option worth considering is [DonutI](https://github.com/clovaai/donut). Like Pix2Struct, fine-tuning likely needed to meet your requirements. Tesseract OCR is another alternative, particularly for handling text. It's primarily designed for pages of text, think books, but with some tweaking and specific flags, it can process tables as well as text chunks in regions of a screenshot. Bit too much tweaking for my taste. As I'm also in search of OCR tools for UI and chart screenshots, so share if you find something else.
- How to Automate Document Extraction from Insurance Documents
- FLaNK Stack Weekly 29 may 2023
- Donut: OCR-Free Document Understanding Transformer
Home Assistant
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Do not buy a Hisense TV (or at least keep them offline)
Apparently the same issue has been reported with Philips TV [1] and Fritz!Box [2] as well.
[1] https://github.com/home-assistant/core/issues/73643#issuecom...
[2] https://forum.openwrt.org/t/minidlna-creates-new-media-serve...
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Is it Dry Yet?
The plug would transmit power readings to my Home Assistant setup.
- Ask HN: Why is it so difficult to control IoT devices from your desktop?
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Changes we're making to Google Assistant
Home Assistant can cast dashboard/media/etc to your display and has shopping lists. https://www.home-assistant.io/
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Valetudo – Cloud replacement for vacuum robots enabling local-only operation
If you provided MQTT support like plenty of IoT companies do, then any open source home automation tool can integrate! Home Assistant (https://www.home-assistant.io/) have a grading system, so a local-first implementation would give you their highest score since they also really care about privacy. https://www.home-assistant.io/blog/2016/02/12/classifying-th...
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Script Editor Automation Issue
It's hard not to raise a little smile at Google's automation scripts, which bare a not-entirely-passing resemblance to those of a certain other, more comprehensive home automation system...
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Best way to make smart lamp safe?
You might consider looking into "Home Assistant".
- Vos expériences avec Hilo?
- Älytaloista kokemuksia?
- Home Assistant – open-source home automation
What are some alternatives?
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)
Node RED - Low-code programming for event-driven applications
image-to-sound-python- - A python project for converting an Image into audible sound using OCR and speech synthesis
Domoticz - Open source Home Automation System
qlora - QLoRA: Efficient Finetuning of Quantized LLMs
homebridge - HomeKit support for the impatient.
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"
CasaOS - CasaOS - A simple, easy-to-use, elegant open-source Personal Cloud system.
Multi-Type-TD-TSR - Extracting Tables from Document Images using a Multi-stage Pipeline for Table Detection and Table Structure Recognition:
FHEM - Branch 'master' is an unofficial read-only-mirror of https://svn.fhem.de/fhem/trunk which is updated once a day. (branch sf_old a mirror of the old repo: svn://svn.code.sf.net/p/fhem/code/trunk)
deepdoctection - A Repo For Document AI
Mycodo - An environmental monitoring and regulation system