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TensorFlow Lite VS jQuery

Compare TensorFlow Lite VS jQuery and see what are their differences

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TensorFlow Lite logo TensorFlow Lite

Low-latency inference of on-device ML models

jQuery logo jQuery

The Write Less, Do More, JavaScript Library.
  • TensorFlow Lite Landing page
    Landing page //
    2022-08-06
  • jQuery Landing page
    Landing page //
    2023-10-22

TensorFlow Lite features and specs

  • Efficient Model Execution
    TensorFlow Lite is optimized for on-device performance, enabling efficient execution of machine learning models on mobile and edge devices. It supports hardware acceleration, reducing latency and energy consumption.
  • Cross-Platform Support
    It supports a wide range of platforms including Android, iOS, and embedded Linux, allowing developers to deploy models on various devices with minimal platform-specific modifications.
  • Pre-trained Models
    TensorFlow Lite offers a suite of pre-trained models that can be easily integrated into applications, accelerating development time and providing robust solutions for common ML tasks like image classification and object detection.
  • Quantization
    Supports model optimization techniques such as quantization which can reduce model size and improve performance without significant loss of accuracy, making it suitable for deployment on resource-constrained devices.

Possible disadvantages of TensorFlow Lite

  • Limited Model Support
    Not all TensorFlow models can be directly converted to TensorFlow Lite models, which can be a limitation for developers looking to deploy complex models or custom layers not supported by TFLite.
  • Developer Experience
    The process of optimizing and converting models to TensorFlow Lite can be complex and require in-depth knowledge of both TensorFlow and the target hardware, increasing the learning curve for new developers.
  • Lack of Flexibility
    Compared to full TensorFlow and other platforms, TensorFlow Lite may lack certain functionalities and flexibility, which can be restrictive for specific advanced use cases.
  • Debugging and Profiling Challenges
    Debugging TensorFlow Lite models and profiling their performance can be more challenging compared to standard TensorFlow models due to limited tooling and abstractions.

jQuery features and specs

  • Ease of Use
    jQuery simplifies complex JavaScript tasks by providing easy-to-use methods, which can lead to shorter development times and cleaner code.
  • Cross-Browser Compatibility
    jQuery handles many browser inconsistencies, ensuring that your code works seamlessly across different browsers without additional effort.
  • Large Community and Ecosystem
    There is a vast community of developers who contribute plugins, extensions, and provide support, making it easier to find solutions and enhance functionality.
  • Animation and Effects
    jQuery offers built-in methods for creating animations and effects, allowing developers to enhance the user interface with minimal code.
  • AJAX Simplification
    The library provides straightforward methods for making AJAX calls, which simplifies the process of loading data asynchronously.
  • Documentation and Learning Resources
    Extensive documentation and a plethora of tutorials are available, making it easier for developers to learn and troubleshoot.

Possible disadvantages of jQuery

  • Performance Overhead
    Using jQuery can add overhead to your application due to its file size and additional abstraction, which can impact performance, especially in resource-constrained environments.
  • Relevance
    With the advent of modern JavaScript frameworks like React, Vue, and Angular, and the improvements in native JavaScript (ES6+), the need for jQuery has decreased, making it less relevant in contemporary web development.
  • Learning Curve for Advanced Features
    While basic usage is straightforward, mastering more advanced topics and optimizing performance can be challenging for newcomers.
  • Potential for Overuse
    Developers might rely too heavily on jQuery for tasks that can be efficiently handled by native JavaScript, leading to bloated codebases.
  • Maintenance and Legacy Code
    Projects heavily reliant on jQuery may face maintenance challenges as modern frameworks and practices evolve, requiring significant refactoring effort if transitioning away from jQuery.
  • Security
    Older jQuery versions have known security vulnerabilities, and continuing to use outdated versions can pose security risks. Regular updates are necessary to mitigate this issue.

Analysis of jQuery

Overall verdict

  • jQuery is good for simplifying and speeding up certain JavaScript tasks, particularly in projects that need to support older browsers or if you are maintaining legacy code. However, for modern web development, many of its features are now part of the JavaScript standard, diminishing its necessity.

Why this product is good

  • jQuery has been popular due to its simplicity and ease of use, providing an easier way to work with HTML document traversal, event handling, and animations. It abstracts browser differences and offers a concise API for common JavaScript operations.

Recommended for

  • Developers maintaining or updating legacy projects that already use jQuery.
  • Projects that require compatibility with older browsers not supported by modern JavaScript features.
  • Beginners learning JavaScript concepts as an additional tool to practice DOM manipulation and event handling.

TensorFlow Lite videos

+ Add

Inside TensorFlow: TensorFlow Lite

More videos:

  • Review - TensorFlow Lite for Microcontrollers (TF Dev Summit '20)

jQuery videos

+ Add

Quick jQuery Review

More videos:

  • Review - jQuery vs Vue, React and Angular
  • Review - Front-End Development, HTML & CSS, Javascript & jQuery by Jon Duckett | Book Review
  • Review - The Legend of jQuery in 100 Seconds
  • Review - ⭕The one book I regret not having as a beginning web developer || Jon Duckett JavaScript & jQuery

Category Popularity

0-100% (relative to TensorFlow Lite and jQuery)

TensorFlow Lite

jQuery

Developer Tools
100 100%
Developer Tools
0% 0
Development Tools
0 0%
Development Tools
100% 100
AI
100 100%
AI
0% 0
Javascript UI Libraries
0 0%
Javascript UI Libraries
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 TensorFlow Lite and jQuery

TensorFlow Lite Reviews

We have no reviews of TensorFlow Lite yet.
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jQuery Reviews

Top 20 Javascript Libraries
jQuery dramatically simplifies JS programming and is easy to learn and use. It is highly extensible and makes web pages load faster. jQuery wraps up a lot of standard functions making the job of the developer easy. A JS code of several lines could be just a method to be called in jQuery. It also has many plugins to perform different tasks. Some of the features of jQuery are...
Source: hackr.io
Top 15 jQuery Alternatives To Know
The world is full of newer technologies and there are alternatives available for all of them. jQuery is no different. The above-mentioned technologies can be a good alternative to jQuery though jQuery itself has a loyal user base of its own. Overall, it depends upon the organizational skills, requirements, budget, and objective, based on which stakeholders can take a call on...
Source: www.spec-india.com
Best Javascript libraries to use in 2021
jQuery has been in the development scene for a long time and has been the unprecedented king for webpage dev. It is one of the most common libraries used throughout the world, with more than 50% of websites using jQuery for their functioning. jQuery is a library used majorly for Document Object Model (DOM) manipulation. The DOM is a tree-like structure that represents all...
Source: codersera.com

Social recommendations and mentions

Based on our record, jQuery seems to be more popular. It has been mentiond 102 times since March 2021. 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.

TensorFlow Lite mentions (0)

We have not tracked any mentions of TensorFlow Lite yet. Tracking of TensorFlow Lite recommendations started around Mar 2021.

jQuery mentions (102)

  • The Unchaining: My Personal Journey Graduating from jQuery to Modern JavaScript
    When I was building a quick frontend to the LLM game, I used jQuery to quickly whip out a prototype. Only after I was happy with it, I ported the code to the modern DOM API. As a result, I totally removed the dependency on jQuery. This whole experience makes me wonder, do people still use jQuery, in this age of frontend engineering? I took some time over the weekend to port one of my old jQuery plugins. This is... - Source: dev.to / 20 days ago
  • This One jQuery Mistake Froze Our Web Page! Here's the Fix You Need to Know
    Whenever the number of items increased, the browser became slow, sometimes even unresponsive. At first, we thought it was a server issue or maybe too much data. But no — the problem was hiding inside a small line of jQuery. - Source: dev.to / about 2 months ago
  • Is jQuery Dead?
    Ah, jQuery — the library that powered a generation of web apps. - Source: dev.to / 2 months ago
  • Understanding Awaitables: Coroutines, Tasks, and Futures in Python
    Then we have callbacks, which were popularized by AJAX calls. Back then, with jQuery, we could define handlers to deal with both success or failure cases. For instance, let's say we want to fetch the HTML markup of this blog (skipping error failure callback for brevity), we do. - Source: dev.to / 3 months ago
  • the entire history of JavaScript, i guess
    One of them is JQuery created by John Resig. The library addresses extremely-frustrating issues related to cross-browser compatibility that existed at the time. To this day, it remains the most widely used JavaScript library in terms of actual page loads. - Source: dev.to / 5 months ago
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What are some alternatives?

When comparing TensorFlow Lite and jQuery, you can also consider the following products

Apple Core ML - Integrate a broad variety of ML model types into your app

React Native - A framework for building native apps with React

Roboflow Universe - You no longer need to collect and label images or train a ML model to add computer vision to your project.

Babel - Babel is a compiler for writing next generation JavaScript.

Monitor ML - Real-time production monitoring of ML models, made simple.

OpenSSL - OpenSSL is a free and open source software cryptography library that implements both the Secure Sockets Layer (SSL) and the Transport Layer Security (TLS) protocols, which are primarily used to provide secure communications between web browsers and …

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