Supabase VS ML5.js

Compare Supabase VS ML5.js and see what are their differences

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ML5.js

Friendly machine learning for the web

Landing page //
2023-05-27

Landing page //
2021-10-12

Supabase

Website: supabase.com
Pricing URL: Official Supabase Pricing
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ML5.js

Website: ml5js.org
Pricing URL: -
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Supabase features and specs

Real-time capabilities
Supabase offers real-time database features that allow you to subscribe to database changes and sync data with your frontend seamlessly.
PostgreSQL foundation
Supabase is built on PostgreSQL, a robust, mature, and highly extensible SQL database, providing strong data integrity and reliability.
Open-source
Supabase is open-source, which means you can inspect, modify, and contribute to the source code. This fosters community engagement and transparency.
Ease of use
Supabase provides an intuitive dashboard and auto-generated APIs, making it easy for developers to manage databases without extensive backend knowledge.
Authentication and Authorization
Supabase includes pre-built authentication and authorization modules, supporting various sign-in methods like email, OAuth, and more, simplifying user management.
Scalability
Supabase is designed to scale with your application, offering plans that can handle from small to large-scale traffic and data operations.

Possible disadvantages of Supabase

New and evolving
As a relatively new platform, Supabase is still evolving, which means it might lack some features found in more mature solutions and could have occasional bugs or stability issues.
Limited integration
Currently, Supabase has fewer third-party integrations compared to other established backend-as-a-service (BaaS) providers, which might limit its utility in diverse tech stacks.
Learning curve
Despite its user-friendly interface, there could be a learning curve for those unfamiliar with PostgreSQL or real-time database concepts.
Pricing for advanced features
While Supabase offers a free tier, advanced features, and higher usage plans come with a cost. This might be limiting for startups or hobby projects with tight budgets.
Limited geographic presence
Supabase's infrastructure might have limited geographic data centers compared to larger cloud providers, potentially affecting latency and performance for users in certain regions.

ML5.js features and specs

Ease of Use
ml5.js is designed with simplicity in mind, making machine learning accessible to artists, creative coders, and students, even those without a robust background in AI or machine learning.
Browser-based
Operates directly in the browser, eliminating the need for any additional setup or dependencies, which makes it highly compatible with web projects.
Pre-trained Models
Includes a variety of pre-trained models for quick implementation of complex machine learning tasks like image classification, pose detection, and text generation.
Community and Documentation
Strong community support and well-documented guides and examples help new users get started quickly and find solutions to common issues.
Integration with p5.js
Integrates seamlessly with p5.js, a popular JavaScript library for creative coding, facilitating the development of interactive and visually engaging applications.

Possible disadvantages of ML5.js

Performance Limitations
Since it runs in the browser, it may not be suitable for performance-intensive applications or those requiring real-time processing of large datasets.
Limited Customization
While it offers pre-trained models, there is limited functionality for training new models from scratch compared to more comprehensive libraries like TensorFlow.js.
Dependency on Web Standards
Depends on the performance and capabilities of the client's browser, which can vary significantly between different users and devices.
Size of Models
Some pre-trained models can be quite large, which may affect loading times and performance on slower network connections or less powerful devices.
Scope
Focused on high-level tasks and applications, which might not be sufficient for advanced machine learning requirements or niche functionalities outside its provided models.

Analysis of Supabase

Overall verdict

Supabase is a strong choice for developers looking for an affordable, open-source solution to manage their application's back-end with real-time data and user authentication.

Why this product is good

Supabase is an open-source alternative to Firebase, providing a robust back-end platform for web and mobile applications.
It offers real-time capabilities, authentication, and auto-generated APIs with PostgreSQL, making it versatile and efficient.
The platform is developer-friendly with excellent documentation and an active community.
Being open-source allows for greater flexibility and control over your projects.

Recommended for

Developers seeking an open-source alternative to Firebase.
Teams that require real-time data synchronization.
Projects needing a scalable and easy-to-use back-end solution.
Individuals or teams working with PostgreSQL.

Analysis of ML5.js

Overall verdict

ML5.js is considered a good tool for web developers who want to incorporate machine learning into their projects without needing extensive knowledge of the underlying algorithms. It's particularly noted for its simplicity and ease of use.

Why this product is good

ML5.js is a high-level JavaScript library built on top of TensorFlow.js. It is designed to make machine learning accessible to web developers with minimal expertise in machine learning or deep learning. The library provides easy-to-use functions for tasks such as image and video classification, pose detection, text generation, and more. Its simplicity and ease of integration make it ideal for rapid prototyping and educational purposes.

Recommended for

ML5.js is recommended for educators, beginners, artists, and developers who want to quickly implement machine learning models in web applications. It is also suitable for creative coding projects and interactive applications where simplicity and ease of use are important.

Supabase videos

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Basic demo

ML5.js videos

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ml5.js: Train Your Own Neural Network

Category Popularity

0-100% (relative to Supabase and ML5.js)

Supabase

ML5.js

Developer Tools

97 97%

Developer Tools

3% 3

0 0%

100% 100

Realtime Backend / API

100 100%

Realtime Backend / API

0% 0

Productivity

0 0%

Productivity

100% 100

User comments

Share your experience with using Supabase and ML5.js. For example, how are they different and which one is better?

Reviews

These are some of the external sources and on-site user reviews we've used to compare Supabase and ML5.js

Supabase Reviews

10 Top Firebase Alternatives to Ignite Your Development in 2024

Supabase makes it incredibly easy to migrate from Firebase. Its data structure and APIs are designed to feel familiar, so you can switch without a major learning curve. Plus, the open-source nature means you have complete control over your code and data.

Source: genezio.com

Top 7 Firebase Alternatives for App Development in 2024

Community Support and Longevity: Investigate the size and activity of the platform's community. A larger, more active community can provide better support and resources. Platforms like Parse and Supabase have strong community support.

Source: signoz.io

5 Best Vercel Alternatives for Next.js & App Router

Supabase distinguishes itself through its focus on data and community-driven development. Self-hosting capabilities allow you to deploy Supabase's suite of products within your own infrastructure. This maintains data ownership while still leveraging Supabase's tools.

Source: il.ly

Best Serverless Backend Tools of 2023: Pros & Cons, Features & Code Examples

Create an account, a project, and a database. Unlike a NoSQL database like Firebase’s, you need to have a structure ready to be able to manipulate data. But once this step is done―and you’ll have ready-to-use templates to help speed up this part―you can call Supabase like so:

Source: www.rowy.io

2023 Firebase Alternatives: Top 10 Open-Source & Free

Supabase is another trusted platform in our list that calls itself an open-source alternative to Firebase. You can also name it one of the newest cloud service providers similar to Firebase because it launched in 2020. Indeed, with great scalability and documentation support, Supabase could be an ideal option.

Source: digitalcruch.com

ML5.js Reviews

We have no reviews of ML5.js yet.
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Social recommendations and mentions

Based on our record, Supabase seems to be a lot more popular than ML5.js. While we know about 521 links to Supabase, we've tracked only 10 mentions of ML5.js. 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.

Supabase mentions (521)

Optimize Read Performance in Supabase with Postgres Materialized Views
This tutorial explains how I improved my application's read performance using Postgres materialized views in Supabase. - Source: dev.to / 4 days ago
Mastering Postgres Window Functions for Data Analysis in Supabase
All examples in this blog are tested on Supabase, an open source backend-as-a-service (BaaS) platform that simplifies backend development for web and mobile applications. Supabase provides full support for Postgres databases. - Source: dev.to / 10 days ago
Data Integrity First: Mastering Transactions in Supabase SQL for Reliable Applications
But relying on these safeguards isn't as simple as sprinkling BEGIN and COMMIT into your code. You still have to address challenges like race conditions, constraint violations, and mid-transaction failures across API layers. Supabase helps solve these issues by building on Postgres and handling the transaction logic directly at the database itself. It exposes the logic through streamlined interfaces that preserve... - Source: dev.to / 11 days ago
Build a Real-Time Chat App with Flutter and Supabase
If you don't have an account, head over to supabase.com and sign up. Once you're in, create a new project. Give it a name, generate a secure database password, and choose a region. Your project will be ready in a couple of minutes. - Source: dev.to / 11 days ago
Cheat Sheet for Basic Python for Postgres
Instead of setting up a local Postgres instance, I decided to use Supabase because it provides a fully managed, hosted Postgres database out of the box, simplifying the setup time and database management. This allows us to focus entirely on writing and deploying the application code without worrying about infrastructure details. First, visit Supabase and create a free account if you don't have one yet. - Source: dev.to / 16 days ago

ML5.js mentions (10)

How AI is Transforming Front-End Development in 2025!
Ml5.js: Built on top of TensorFlow.js, it provides a user-friendly interface for implementing machine learning in web applications.. - Source: dev.to / 5 months ago
Riffr - Create Photo Montages in the Browser with some ML Magic✨
Important APIs - ml5 for in-browser detection, face-api that uses tensorflow-node to accelerate on-server detection. VueUse for a bunch of useful component tools like the QR Code generator. Yahoo's Gifshot for creating gif files in-browser etc. - Source: dev.to / almost 3 years ago
Brain.js: GPU Accelerated Neural Networks in JavaScript
See also: https://ml5js.org/ "The library provides access to machine learning algorithms and models in the browser, building on top of TensorFlow.js with no other external dependencies.". - Source: Hacker News / about 3 years ago
[Showoff Saturday] I made a captcha prototype that requires a banana
I used ml5js.org , p5js.org and https://teachablemachine.withgoogle.com to train the Banana images. When you create a new image project on Teachable Machine, you can output the p5js and basically use it right out of the box - I customized js, css, and html from there. Source: over 3 years ago
My First 30 Days of 100 Days of Code.
Going forward: I'll be 100% into JavaScript. You can use JavaScript in so many fields nowadays. Websites React, Mobile Apps React Native, Machine Learning TensorFlow & ML5, Desktop Applications Electron, and of course the backend Node as well. It's kind of a no-brainer. Of course, they all have specific languages that are better, but for now, JavaScript is a bit of a catch-all. - Source: dev.to / over 3 years ago