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Top 12 text-detection Open-Source Projects
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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AdelaiDet
AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.
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doctr
docTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning.
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keras-ocr
A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.
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comic-translate
Desktop app for automatically translating comics - BDs, Manga, Manhwa, Fumetti and more in a variety of formats (Image, Pdf, Epub, cbr, cbz, etc) and in multiple languages.
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Image2CAD
An application to translate raster image of CAD drawing sheet to a user editable DXF format.
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Project mention: [DISC] - The angel who came to pick me up is a Gal (Oneshot by Shiraishi Kouhei) | /r/manga | 2023-09-06OCR works pretty good. ocr.space, ocr.best and cotrans.touhou.ai/ are all pretty nice.
Project mention: Show HN: BetterOCR combines and corrects multiple OCR engines with an LLM | news.ycombinator.com | 2023-10-28Yup! 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
Project mention: Show HN: How do you OCR on a Mac using the CLI or just Python for free | news.ycombinator.com | 2024-01-02https://github.com/mindee/doctr/issues/1049
I am looking for something this polished and reliable for handwriting, does anyone have any pointers? I want to integrate it in a workflow with my eink tablet I take notes on. A few years ago, I tried various models, but they performed poorly (around 80% accuracy) on my handwriting, which I can read almost 90% of the time.
Project mention: How can I install pytorch versions < 1.0 and torchvision==0.13 or lower? | /r/pytorch | 2023-07-16
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
text-detection related posts
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Show HN: BetterOCR combines and corrects multiple OCR engines with an LLM
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How can I install pytorch versions < 1.0 and torchvision==0.13 or lower?
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Ask HN: Best pretrained OCR model for dashcam footage?
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Why do new architectures still use old models?
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Decimal number detection
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[N] MMOCR: A Toolbox for Text Detection, Recognition, and Understanding Based on PyTorch
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OCR Baselines Based on PyTorch
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A note from our sponsor - SaaSHub
www.saashub.com | 3 May 2024
Index
What are some of the best open-source text-detection projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | manga-image-translator | 4,206 |
| 2 | mmocr | 4,077 |
| 3 | AdelaiDet | 3,325 |
| 4 | doctr | 3,038 |
| 5 | EAST | 2,993 |
| 6 | CRAFT-pytorch | 2,947 |
| 7 | keras-ocr | 1,332 |
| 8 | react-native-tesseract-ocr | 547 |
| 9 | comic-translate | 258 |
| 10 | Image2CAD | 76 |
| 11 | EasyOCR-cpp | 27 |
| 12 | vkit | 21 |
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