EasyOCR
Tesseract.js
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EasyOCR | Tesseract.js | |
---|---|---|
38 | 32 | |
21,535 | 32,929 | |
3.0% | 1.0% | |
4.6 | 8.2 | |
7 days ago | 7 days ago | |
Python | JavaScript | |
Apache License 2.0 | Apache License 2.0 |
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EasyOCR
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Leveraging GPT-4 for PDF Data Extraction: A Comprehensive Guide
PyTesseract Module [ Github ] EasyOCR Module [ Github ] PaddlePaddle OCR [ Github ]
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[P] EasyOCR in C++!
I just uploaded my C++ implementation of EasyOCR, a well known ocr library for python. Also dusted some cobwebbs from some audio related projects as well, feel free to leave feedback or contribute! I only implemented the most salient parts, so certainly could use some community help! Cheers!
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OCR at Edge on Cloudflare Constellation
EasyOCR is a popular project if you are in an environment where you can use run Python and PyTorch (https://github.com/JaidedAI/EasyOCR). Other open source projects of note are PaddleOCR (https://github.com/PaddlePaddle/PaddleOCR) and docTR (https://github.com/mindee/doctr).
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Donut: OCR-Free Document Understanding Transformer
The main one was https://github.com/JaidedAI/EasyOCR, mostly because, as promised, it was pretty easy to use, and uses pytorch (which I preferred in case I wanted to tweak it). It has been updated since, but at the time it was using CRNN, which is a solid model, especially for the time - it wasn't (academic) SOTA but not far behind that. I'm sure I could've coaxed better performance than I got out of it with some retraining and hyperparameter tuning.
- I made a website for a friend who owns a restaurant. He's wondering if there's a way to upload a picture of his menu daily. What is the best way to do this?
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[P]Modern open-source OCR capabilities and which model to choose
I've used EasyOCR for number recognition tasks. Works fairly well. https://github.com/JaidedAI/EasyOCR
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[D] Looking for a fast OCR repo
Do you have hardware acceleration available? If so, check out https://github.com/JaidedAI/EasyOCR
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[P] Training to read PDF documents. Any ideas?
If all you need to do is OCR, check out https://github.com/JaidedAI/EasyOCR , it's a similar architecture to the cloud services, without all the $. You'll end up with extracted text and bounding boxes for it.
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Tesseract.js – Pure JavaScript OCR
I've had good results with EasyOCR, much better than Tesseract. I agree with you, Tesseract has performed very poorly in my experience.
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I have created a tool to translate any kind of VN by image analysis.
Currently the tool supports 2 different OCRs. PaddleOCR and EasyOCR. In both cases, the OCR has a specific model for Japanese characters. They work quite well, as long as the characters have clear contrast. The problem is that these OCR implement Torch, which makes the program very heavy. I am looking for a way to optimize this.
Tesseract.js
- Scanare și digitizare bonuri – n-ar trebui să meargă mai bine cu generația asta de AI?
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WebDev Recommendations to Mimic AWS Textract Demo Functionality
I've never used it - but Tesseract.js looks interesting. Perhaps you can use it as a foundation on which to build something like the AWS tool (which seems to work by overlaying an SVG over the top of the image, then manipulates that SVG when user clicks on a results tag to get the word/phrase's highlight box to display)?
- Tesseract.js – Pure JavaScript OCR
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Import tables from reddit, monsters from PDFs, and more!
I just played with this for a second https://tesseract.projectnaptha.com/ It seemed to work OK as long as the image was high enough resolution even with a fairly busy background. Took maybe 5-10 seconds to run on a Sea Spawn stat block.
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Extracting Text from Images using Tesseract.js
TesseractJS - This is a pure JS port of Tesseract OCR which is a popular Optical Character Recognition engine.
- OCR-Results and simple site for the CIA-files
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Analyzing Kenya Power Planned Interruption Data
Extract Text from the images and converting them to txt file using Tesseract.js
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D2 Trading App: Image Import
Have you tried this version?
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Tesseract.js – Pure JavaScript OCR for 100 Languages
The total size of the download seems to be 3-4MB (based on https://github.com/naptha/tesseract.js/blob/master/docs/loca...), which is less than I expected.
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)
tesseract-ocr - Tesseract Open Source OCR Engine (main repository)
doctr - docTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning.
OpenCV - Open Source Computer Vision Library
awesome-colab-notebooks - Collection of google colaboratory notebooks for fast and easy experiments
tesserocr - A Python wrapper for the tesseract-ocr API
Brain.js - Simple feed-forward neural network in JavaScript
LaTeX-OCR - pix2tex: Using a ViT to convert images of equations into LaTeX code.
tika-python - Tika-Python is a Python binding to the Apache Tikaâ„¢ REST services allowing Tika to be called natively in the Python community.
deep-text-recognition-benchmark - Text recognition (optical character recognition) with deep learning methods, ICCV 2019
CRAFT-pytorch - Official implementation of Character Region Awareness for Text Detection (CRAFT)