Tesseract.js
puppeteer
Tesseract.js | puppeteer | |
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32 | 359 | |
33,577 | 86,832 | |
1.9% | 0.4% | |
8.2 | 9.9 | |
7 days ago | 4 days ago | |
JavaScript | TypeScript | |
Apache License 2.0 | Apache License 2.0 |
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Tesseract.js
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I am out of the loop. Is Next.js "the future" and something I should consider adding to my knowledge pool?
What do you have against tesseract.js?
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Browser Based Document Recognition
Are you able to use a OCR library in the browser? Here is one I found
- Scanare și digitizare bonuri – n-ar trebui să meargă mai bine cu generația asta de AI?
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what is the best package to read text content from a pdf in js?
But keep in mind, PDFs can be fully or partially made of images, and if you want text out of those, you will need to OCR them. There's tesseract.js for that.
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Can anyone comment on the state of the tech or recommend a package that can convert an uploaded photo of handwriting into text ?
Tesseract.js
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Extract information from image into JSON
YOu could try using tesseract.js to OCR the images. Though might be a challenge to figure out the times/days of the classes.
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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)?
- Can I use OCR to recognize text and then paste its contents elsewhere?
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How to implement invoice OCR on React Native
I tried researching a little on this topic, so from what I understand to achieve this feature, I would need a library that supports Optical character Recognition (OCR) such as Tesseract.js or Google ML Kit to do it. However, I'm not too sure if these libraries will be supported on React Native apps.
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Word Quake - write words, avoid the shakes, powered by Tesseract.js
It's definitely one of the best for on-the-fly OCR, but I think a server-based implementation using Google's Vision API would be way better. Definitely not mine, the AI used here is way beyond my skill level - link: https://tesseract.projectnaptha.com/
puppeteer
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Sometimes things simply don't work
I am not in any way associated with the developers at puppeteer, but if you are looking for a way to contribute, they are open source
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The best testing strategies for frontends
With the advent of tools like Puppeteer and now Playwright, end-to-end testing has become much easier and more reliable. For anyone who's used Selenium in the past, you know what I'm talking about. Puppeteer has opened the way in terms of E2E tooling, but Playwright has taken it to the next level and made it easier to await for certain selectors or conditions to be fulfilled (via locators), thus making tests more reliable and less flaky. Also, it's a game changer that it introduced a test-runner - this made the integration between the headless browser and the actual test code much smoother.
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Learn Automated Testing At Home: A Beginner's Guide
1.Puppeteer: Puppeteer is a Node library that provides a high-level API to control headless Chrome or Chromium using the DevTools Protocol. Key Features: More control over Chrome. Enables web scraping. Allows taking screenshots and generating PDFs for UI testing. Measures load times through the Chrome Performance Analysis tool
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HTML to PDF renderers: A simple comparison
HTML to PDF conversion is a common requirement in modern web applications. It allows users to save web pages, reports, and other content in a format that is easy to share and print. There are many libraries and services available for converting HTML to PDF, each with its own strengths and weaknesses. In this article, we will compare some of the most popular HTML to PDF renderers in Node.js, including Puppeteer, Playwright, node-html-pdf, and Onedoc.
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Let's build a screenshot API
Playwright seems to be a superior library for working with headless browsers than Puppeteer, but I will go with Puppeteer.
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JS Toolbox 2024: Bundlers and Test Frameworks
Puppeteer is a Node library that provides a high-level API to control headless Chrome or Chromium. It's primarily used for browser automation, making it a powerful tool for end-to-end testing of web applications, taking screenshots, and generating pre-rendered content from web pages.
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Next.js 14 Booking App with Live Data Scraping using Scraping Browser
Puppeteer
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Eleve o nÃvel de suas Aplicações Javascript com Load Test
Website: pptr.dev Repositório: GitHub
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Pyppeteer Tutorial: The Ultimate Guide to Using Puppeteer with Python
# Define variables PYTHON := python3 POETRY := poetry PYTEST := pytest PIP := pip3 PROJECT_NAME := web automation with Pyppeteer .PHONY: install install: $(POETRY) install @echo "Dependency installation complete" $(PIP) install -r requirements.txt @echo "Set env vars LT_USERNAME & LT_ACCESS_KEY" # Procure Username and AccessKey from https://accounts.lambdatest.com/security export LT_USERNAME=himansh export LT_ACCESS_KEY=Ia1MiqNfci .PHONY: install poetry-install: poetry install .PHONY: test test: export NODE_ENV = test .PHONY: test pyunit-pyppeteer: - echo $(EXEC_PLATFORM) - $(PYTHON) tests/pyunit-pyppeteer/test_pyunit_pyppeteer.py .PHONY: test pytest-pyppeteer: - echo $(EXEC_PLATFORM) - $(PYTEST) --verbose --capture=no -s -n 2 tests/pytest-pyppeteer/test_pytest_pyppeteer_1.py \ tests/pytest-pyppeteer/test_pytest_pyppeteer_2.py .PHONY: test pyunit-pyppeteer-browser-session: - echo $(EXEC_PLATFORM) - $(PYTHON) tests/starting-browser-session/pyunit/test_pyppeteer_browser_session.py .PHONY: test pytest-pyppeteer-browser-session: - echo $(EXEC_PLATFORM) - $(PYTEST) --verbose --capture=no -s \ tests/starting-browser-session/pytest/test_pyppeteer_browser_session.py .PHONY: test asyncio-run-pyppeteer-browser-session: - echo $(EXEC_PLATFORM) - $(PYTHON) tests/starting-browser-session/asyncio_run/test_pyppeteer_browser_session.py .PHONY: test asyncio-run-complete-pyppeteer-browser-session: - echo $(EXEC_PLATFORM) - $(PYTHON) tests/starting-browser-session/\ asyncio_run_until_complete/test_pyppeteer_browser_session.py .PHONY: test pyppeteer-button-click: - echo $(EXEC_PLATFORM) - $(PYTEST) --verbose --capture=no -s tests/button-click/test_page_class_click.py .PHONY: test pyppeteer-activate-tab: - echo $(EXEC_PLATFORM) - $(PYTEST) --verbose --capture=no -s tests/active-tab/test_page_class_bringtofront.py ###### Testing Custom Environment - https://miyakogi.github.io/pyppeteer/reference.html#environment-variables # Available versions: 113, 121, and default .PHONY: test pyppeteer-custom-chromium-version: - echo $(EXEC_PLATFORM) - echo 'Browser Version:' $(CHROMIUM_VERSION) - $(PYTEST) --verbose --capture=no -s tests/custom-configuration/test_launcher_exe_path.py ###### Testing Headless - https://miyakogi.github.io/pyppeteer/reference.html#launcher # Available values: headless and non-headless .PHONY: test pyppeteer-custom-browser-mode: - echo $(EXEC_PLATFORM) - echo $(BROWSER_MODE) - $(PYTEST) --verbose --capture=no -s tests/custom-configuration/test_launcher_headless.py .PHONY: test pyppeteer-generate-pdf: - echo $(EXEC_PLATFORM) - $(PYTEST) --verbose --capture=no -s tests/generate-pdf/test_page_class_pdf.py .PHONY: test pyppeteer-generate-screenshot: - echo $(EXEC_PLATFORM) - $(PYTEST) --verbose --capture=no -s tests/generate-screenshots/test_page_class_screenshot.py .PHONY: test pyppeteer-cookies: - echo $(EXEC_PLATFORM) - $(PYTEST) --verbose --capture=no -s tests/handling-cookies/test_page_class_cookies.py .PHONY: test pyppeteer-dialog-box: - echo $(EXEC_PLATFORM) - $(PYTEST) --verbose --capture=no -s tests/handling-dialog-box/test_handling_dialog_box.py .PHONY: test pyppeteer-iframe: - echo $(EXEC_PLATFORM) - $(PYTEST) --verbose --capture=no -s tests/handling-iframe/test_page_class_iframe.py # Like Puppeteer, Navigation operations mentioned below only work in Headless mode # goBack: https://miyakogi.github.io/pyppeteer/reference.html#pyppeteer.page.Page.goBack # goForward: https://miyakogi.github.io/pyppeteer/reference.html#pyppeteer.page.Page.goForward # Bug Link # https://github.com/puppeteer/puppeteer/issues/7739 # https://stackoverflow.com/questions/65540674/how-to-error-check-pyppeteer-page-goback .PHONY: test pyppeteer-navigate-ops: - echo $(EXEC_PLATFORM) - $(PYTEST) --verbose --capture=no -s tests/navigate-operations/test_page_class_navigation_ops.py .PHONY: test pyppeteer-request-response: - echo $(EXEC_PLATFORM) - $(PYTEST) --verbose --capture=no -s tests/request-response/test_page_class_req_resp.py .PHONY: test pyppeteer-viewport: - echo $(EXEC_PLATFORM) - echo $(BROWSER_MODE) - $(PYTEST) --verbose --capture=no -s tests/setting-useragent-viewports/\ test_page_class_useragent_viewport.py::test_mod_viewport .PHONY: test pyppeteer-non-headless-useragent: - echo $(EXEC_PLATFORM) - echo $(BROWSER_MODE) - $(PYTEST) --verbose --capture=no -s tests/setting-useragent-viewports/\ test_page_class_useragent_viewport.py::test_get_nonheadless_user_agent .PHONY: test pyppeteer-headless-useragent: - echo $(EXEC_PLATFORM) - echo $(BROWSER_MODE) - $(PYTEST) --verbose --capture=no -s tests/setting-useragent-viewports/\ test_page_class_useragent_viewport.py::test_get_headless_user_agent .PHONY: test pyppeteer-dynamic-content: - echo $(EXEC_PLATFORM) - echo $(BROWSER_MODE) - $(PYTEST) --verbose --capture=no -s -n 4 tests/handling-dynamic-content/\ test_page_class_lazy_loaded_content.py .PHONY: test pyppeteer-web-scraping: - echo $(EXEC_PLATFORM) - $(PYTEST) --verbose --capture=no -s tests/web-scraping-content/\ test_scraping_with_pyppeteer.py .PHONY: clean clean: # This helped: https://gist.github.com/hbsdev/a17deea814bc10197285 find . | grep -E "(__pycache__|\.pyc$$)" | xargs rm -rf rm -rf .pytest_cache/ @echo "Clean Succeeded" .PHONY: distclean distclean: clean rm -rf venv .PHONY: help help: @echo "" @echo "install : Install project dependencies" @echo "clean : Clean up temp files" @echo "pyunit-pyppeteer : Running Pyppeteer tests with Pyunit framework" @echo "pytest-pyppeteer : Running Pyppeteer tests with Pytest framework" @echo "pyunit-pyppeteer-browser-session : Browser session using Pyppeteer and Pyunit" @echo "pytest-pyppeteer-browser-session : Browser session using Pyppeteer and Pytest" @echo "asyncio-run-pyppeteer-browser-session : Browser session using Pyppeteer (Approach 1)" @echo "asyncio-run-complete-pyppeteer-browser-session : Browser session using Pyppeteer (Approach 2)" @echo "pyppeteer-button-click : Button click demo using Pyppeteer" @echo "pyppeteer-activate-tab : Switching browser tabs using Pyppeteer" @echo "pyppeteer-custom-chromium-version : Custom Chromium version with Pyppeteer" @echo "pyppeteer-custom-browser-mode : Headless and non-headless test execution with Pyppeteer" @echo "pyppeteer-generate-pdf : Generating pdf using Pyppeteer" @echo "pyppeteer-generate-screenshot : Generating page & element screenshots with Pyppeteer" @echo "pyppeteer-cookies : Customizing cookies with Pyppeteer" @echo "pyppeteer-dialog-box : Handling Dialog boxes with Pyppeteer" @echo "pyppeteer-iframe : Handling iFrames with Pyppeteer" @echo "pyppeteer-navigate-ops : Back & Forward browser operations with Pyppeteer" @echo "pyppeteer-request-response : Request and Response demonstration using Pyppeteer" @echo "pyppeteer-viewport : Customizing viewports using Pyppeteer" @echo "pyppeteer-non-headless-useragent : Customizing user-agent (with browser in headed mode) using Pyppeteer" @echo "pyppeteer-headless-useragent : Customizing user-agent (with browser in headless mode) using Pyppeteer" @echo "pyppeteer-dynamic-content : Handling dynamic web content using Pyppeteer" @echo "pyppeteer-web-scraping : Dynamic web scraping using Pyppeteer"
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How to build a WhatsApp AI assistant
This library works by creating an instance of WhatsApp web running inside an instance of headless chrome automated by puppeteer. In my testing, I ran into tons of compatibility issues when trying to use these dependencies inside anything other than a bare-bones Node.js + express server. Also, we can’t spin up a new instance of chrome and WhatsApp web each time a user sends a message, this will exhaust our allowed WhatsApp connections (4 max), not to mention that doing this will make the response times painfully slow.
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)
axios - Promise based HTTP client for the browser and node.js
Brain.js - Simple feed-forward neural network in JavaScript
Nightmare - A high-level browser automation library.
EasyOCR - Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
WKHTMLToPDF - Convert HTML to PDF using Webkit (QtWebKit)
Keras.js - Run Keras models in the browser, with GPU support using WebGL
Playwright - Playwright is a framework for Web Testing and Automation. It allows testing Chromium, Firefox and WebKit with a single API.
sharp - High performance Node.js image processing, the fastest module to resize JPEG, PNG, WebP, AVIF and TIFF images. Uses the libvips library.
puppeteer-extra - 💯 Teach puppeteer new tricks through plugins.
ConvNetJS - Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.
karma - Spectacular Test Runner for JavaScript