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News API VS OpenCV

Compare News API VS OpenCV and see what are their differences

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News API logo News API

Get live headlines from a range of news sources

OpenCV logo OpenCV

OpenCV is the world's biggest computer vision library
  • News API Landing page
    Landing page //
    2021-12-12
  • OpenCV Landing page
    Landing page //
    2023-07-29

News API features and specs

  • Wide Range of Sources
    News API aggregates news from a diverse array of sources, offering access to articles from numerous publishers worldwide. This enables users to get multiple perspectives on news topics.
  • Ease of Use
    The API is straightforward to integrate and use, with clear documentation and example queries that simplify the process of fetching news data.
  • Flexible Query Parameters
    Provides a variety of query parameters, including search by keyword, source, language, and date, allowing for highly customizable news retrieval.
  • Real-time News
    Offers the capability to access the latest news articles as they are published, ensuring users receive up-to-date information.
  • Free Tier Available
    Provides a free tier that allows developers to use the API with a reasonable quota, making it accessible for small projects and initial testing.

Possible disadvantages of News API

  • Rate Limiting
    The free tier imposes rate limits on the number of requests that can be made, which may not be sufficient for high-traffic applications or extensive data collection.
  • Advertisement and Sponsored Content
    Some of the news sources include advertisements and sponsored content, which might not be filtered out by the API, requiring additional parsing and cleanup.
  • Cost for Higher Usage
    While a free tier is available, accessing higher volumes of data or more advanced features can become expensive, potentially impacting budget-constrained projects.
  • Limited Historical Data
    Primarily focused on current news, which means it might offer limited access to historical news articles, constraining research capabilities for past events.
  • Dependency on Third-Party Sources
    Since the API aggregates news from third-party sources, any downtime or issues with these sources can affect the reliability and availability of the news data provided by the API.

OpenCV features and specs

  • Comprehensive Library
    OpenCV offers a wide range of tools for various aspects of computer vision, including image processing, machine learning, and video analysis.
  • Cross-Platform Compatibility
    OpenCV is designed to run on multiple platforms, including Windows, Linux, macOS, Android, and iOS, which makes it versatile for development across different environments.
  • Open Source
    Being open-source, OpenCV is freely available for use and allows developers to inspect, modify, and enhance the code according to their needs.
  • Large Community Support
    A large community of developers and researchers actively contributes to OpenCV, providing extensive support, tutorials, forums, and continuously updated documentation.
  • Real-Time Performance
    OpenCV is highly optimized for real-time applications, making it suitable for performance-critical tasks in various industries such as robotics and interactive installations.
  • Extensive Integration
    OpenCV can easily be integrated with other libraries and frameworks such as TensorFlow, PyTorch, and OpenCL, enhancing its capabilities in deep learning and GPU acceleration.
  • Rich Collection of examples
    OpenCV provides a large number of example codes and sample applications, which can significantly reduce the learning curve for beginners.

Possible disadvantages of OpenCV

  • Steep Learning Curve
    Due to the vast array of functionalities and the complexity of some of its advanced features, beginners may find it challenging to learn and use effectively.
  • Documentation Gaps
    While the documentation is extensive, it can sometimes be incomplete or outdated, requiring users to rely on community forums or external sources for solutions.
  • Resource Intensive
    Some functions and algorithms in OpenCV can be quite resource-intensive, requiring significant processing power and memory, which can be a limitation for low-end devices.
  • Limited High-Level Abstractions
    OpenCV provides a wealth of low-level functions, but it may lack higher-level abstractions and frameworks, necessitating more hands-on coding and algorithm development.
  • Dependency Management
    Setting up and managing dependencies can be cumbersome, especially when integrating OpenCV with other libraries or on certain operating systems.
  • Backward Compatibility Issues
    With frequent updates and new versions, backward compatibility can sometimes be problematic, potentially breaking existing code when updating.

News API videos

JavaScript Fetch API: Interacting With The News API

OpenCV videos

AI Courses by OpenCV.org

More videos:

  • Review - Practical Python and OpenCV

Category Popularity

0-100% (relative to News API and OpenCV)
News
100 100%
0% 0
Data Science And Machine Learning
APIs
100 100%
0% 0
Data Science Tools
0 0%
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare News API and OpenCV

News API Reviews

  1. Randall
    · CEP at Optima HOldings ·
    bad documentation and API over charges

    First, the docuemtnation is out of date... for node.js, anyway. This meant that I had to patch together parts of the docuemtnation to get the API to work. Then, as the articles are paginated. the API charges 50 token for each page of the query, when it should be 50 tokens for the entire query. Therefore, I'd been charged 5,000 tokens within minutes. (Note: it's $150 USD for every 10,000 tokens)

    I asked for a refund, explaining the pagination issue, and was told that I made a mistake.

    I've requested my money back from the credit card company and provided them the proof of faulty documentation and billing.

    🏁 Competitors: Alpha Vantage

Top 11 Best News APIs for developers in 2021
The News API allows you to search for published articles using keywords or phrases, languages, publication source names, publication dates, and publication source domain names. You can also sort the results by the date of publication, the popularity of the publication source, or the relevance of the search keyword.
Creating an Automated Text Extraction Workflow — Part 1
The 600 lbs gorilla, Diffbot, comes with a swath of solid APIs but starts at $300, which is ridiculous if you’re just extracting text. Scrapinghub’s News API, Extractor API, and plenty more are better priced if you want an affordable alternative; plus, Extractor API includes a visual online tool for extracting hundreds of articles at once, if you want to do things via UI.
Source: medium.com

OpenCV Reviews

7 Best Computer Vision Development Libraries in 2024
From the widespread adoption of OpenCV with its extensive algorithmic support to TensorFlow's role in machine learning-driven applications, these libraries play a vital role in real-world applications such as object detection, facial recognition, and image segmentation.
10 Python Libraries for Computer Vision
OpenCV is the go-to library for computer vision tasks. It boasts a vast collection of algorithms and functions that facilitate tasks such as image and video processing, feature extraction, object detection, and more. Its simple interface, extensive documentation, and compatibility with various platforms make it a preferred choice for both beginners and experts in the field.
Source: clouddevs.com
Top 8 Alternatives to OpenCV for Computer Vision and Image Processing
OpenCV is an open-source computer vision and machine learning software library that was first released in 2000. It was initially developed by Intel, and now it is maintained by the OpenCV Foundation. OpenCV provides a set of tools and software development kits (SDKs) that help developers create computer vision applications. It is written in C++, but it supports several...
Source: www.uubyte.com
Top 8 Image-Processing Python Libraries Used in Machine Learning
These are some of the most basic operations that can be performed with the OpenCV on an image. Apart from this, OpenCV can perform operations such as Image Segmentation, Face Detection, Object Detection, 3-D reconstruction, feature extraction as well.
Source: neptune.ai
5 Ultimate Python Libraries for Image Processing
Pillow is an image processing library for Python derived from the PIL or the Python Imaging Library. Although it is not as powerful and fast as openCV it can be used for simple image manipulation works like cropping, resizing, rotating and greyscaling the image. Another benefit is that it can be used without NumPy and Matplotlib.

Social recommendations and mentions

OpenCV might be a bit more popular than News API. We know about 59 links to it since March 2021 and only 49 links to News API. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

News API mentions (49)

  • No-Code Magic with n8n: I Built a Cheeky Telegram News Bot in Hours!
    Laubali fetches news from NewsAPI, a great service for pulling news based on categories. To get your API key, follow these steps:. - Source: dev.to / 6 days ago
  • 20 Free APIs to Kickstart Your Side Projects
    Use it for: News aggregators, trend trackers, or sentiment analysis tools. Https://newsapi.org/. - Source: dev.to / 5 months ago
  • Some Free API for Front-end Projects </>
    Description: Provides news articles from various sources and countries. Usage: Useful for news aggregation apps, blogs, or dashboards. Website: NewsAPI. - Source: dev.to / 6 months ago
  • Fine-Tune MistralAI on Koyeb GPUs
    To gather the data (content), we will use an API from NewsAPI.org to get financial news content. You will need to register to get a free API key from NewsAPI.org if you don’t have one. - Source: dev.to / 7 months ago
  • 🔓 10 Free APIs to Power Your Next Project: Unlocking Potential for Developers 🚀
    Import React, { useState, useEffect } from 'react'; function News() { const [articles, setArticles] = useState([]); useEffect(() => { fetch('https://newsapi.org/v2/top-headlines?country=us&apiKey=YOUR_API_KEY') .then(response => response.json()) .then(data => setArticles(data.articles)); }, []); return (
    ...
    - Source: dev.to / 9 months ago
View more

OpenCV mentions (59)

  • Top Programming Languages for AI Development in 2025
    Ideal For: Computer vision, NLP, deep learning, and machine learning. - Source: dev.to / 6 days ago
  • Why 2024 Was the Best Year for Visual AI (So Far)
    Almost everyone has heard of libraries like OpenCV, Pytorch, and Torchvision. But there have been incredible leaps and bounds in other libraries to help support new tasks that have helped push research even further. It would be impossible to thank each and every project and the thousands of contributors who have helped make the entire community better. MedSAM2 has been helping bring the awesomeness of SAM2 to the... - Source: dev.to / 4 months ago
  • 20 Open Source Tools I Recommend to Build, Share, and Run AI Projects
    OpenCV is an open-source computer vision and machine learning software library that allows users to perform various ML tasks, from processing images and videos to identifying objects, faces, or handwriting. Besides object detection, this platform can also be used for complex computer vision tasks like Geometry-based monocular or stereo computer vision. - Source: dev.to / 6 months ago
  • F1 FollowLine + HSV filter + PID Controller
    This library is used for image and video processing, offering functions for tasks like object detection, filtering, and transformations in computer vision. - Source: dev.to / 7 months ago
  • Built in Days, Acquired for $20K: The NuloApp Story
    First of all, OpenCV, an open-source computer vision library, was used as the main editing tool. This is how NuloApp is able to get the correct aspect ratio for smartphone content, and do other cool things like centering the video on the speaker so that they aren't out of frame when the aspect ratio is changed. - Source: dev.to / 7 months ago
View more

What are some alternatives?

When comparing News API and OpenCV, you can also consider the following products

Unfiltered.news - What the world is talking about, visualized graphically

Pandas - Pandas is an open source library providing high-performance, easy-to-use data structures and data analysis tools for the Python.

Google News - Comprehensive up-to-date news coverage, aggregated from sources all over the world by Google News.

Scikit-learn - scikit-learn (formerly scikits.learn) is an open source machine learning library for the Python programming language.

Athena News API - Powering data-driven insights from the world’s headlines.

NumPy - NumPy is the fundamental package for scientific computing with Python