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ML5.js VS Userdoc

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

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Build powerful web apps, and create your custom AI apps, no code needed! featured
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ML5.js logo ML5.js

Friendly machine learning for the web

Userdoc logo Userdoc

Software requirements Supercharged with AI
  • ML5.js Landing page
    Landing page //
    2021-10-12
  • Userdoc AI Project Wizard
    AI Project Wizard //
    2024-02-23
  • Userdoc User Stories
    User Stories //
    2024-02-23
  • Userdoc User Personas
    User Personas //
    2024-02-23
  • Userdoc User Journeys
    User Journeys //
    2024-02-23

Scope your projects in minutes not days, with Userdoc’s sophisticated AI. Maintain your requirements and turn them into long-term living documentation.

Product owners, business analysts, project managers, CEOs, and developers all love Userdoc...

✨ AI Scoping Copilot Userdocs AI can scope features in seconds with detailed knowledge of your software system, trust us - it's like magic.

📚 Streamlined requirements creation Userdocs AI project wizard guides you through scoping your project. Helping define the user types, and features, goals and journeys. It’s like having a BA in your pocket.

📝 The detail your team needs Extremely detailed user stories and acceptance criteria are created for you, an amazing first draft that may be perfect - but you can always easily refine it.

👩 Focus on your end users Make sure everyone understands who the actual users are via personas. Detailed backgrounds, motivations, and frustrations - do it yourself or leverage Userdoc AI.

🗺️ Demonstrate the pathways Explain detailed workflows through your system using user journeys. Show the touchpoints with user stories, and which personas are involved and when.

ML5.js

Website
ml5js.org
Pricing URL
-
$ Details
Platforms
-
Release Date
-
Edit details

Userdoc

Website
userdoc.fyi
Pricing URL
Official Userdoc Pricing
$ Details
freemium $12.0 / Monthly
Platforms
Web Mobile
Release Date
2023 January
Edit details

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.

Userdoc features and specs

  • AI Software Requirements
  • Guided Project Wizard
  • User Story Creation
  • User Persona Creation
  • User Journey Creation
  • Integration with Project Management Tools
  • AI Requirements Copilot
  • Ask questions of your requirements
  • Export as DOCX, Spreadsheet, and CSV
  • Invite your team, and manage permissions

ML5.js videos

+ Add

ml5.js: Train Your Own Neural Network

More videos:

  • Review - ml5.js: Image Classification with MobileNet
  • Review - Image classification to gif with ML5.js | Vue.js Virtual Meetup

Userdoc videos

+ Add

Userdoc AI Project Wizard

Category Popularity

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

ML5.js

Userdoc

AI
85 85%
AI
15% 15
Documentation
0 0%
Documentation
100% 100
Developer Tools
100 100%
Developer Tools
0% 0
Data Science And Machine Learning
100 100%
Data Science And Machine Learning
0% 0

User comments

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

Based on our record, ML5.js should be more popular than Userdoc. It has been mentiond 10 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.

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 / 14 days 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 / over 2 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 / almost 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: about 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
View more

Userdoc mentions (5)

  • Ash HN: What tool do you use for changing acceptance criteria tracking?
    Userdoc has versioning of stories and acceptance criteria, aimed to at helping this exact issue https://userdoc.fyi (transparency: I’m the founder). - Source: Hacker News / 3 months ago
  • Generative AI and Product Requirements
    I'm interested to hear how other people are using tools to help them, we've been playing with userdoc.fyi and having good success, but there are just so many AI related tools I feel like I can't keep up! Source: almost 2 years ago
  • Requirements
    Great read, I spent years thinking requirements should live somewhere like Jira, and I feel for many teams this is the case. But as the author mentions, Jira contains tasks related to bugs, text changes, colour changes etc.. These are not product requirements per se. Like the author, I came to the conclusion requirements are best kept in a requirements management system, that integrates with your project... - Source: Hacker News / almost 2 years ago
  • Ask HN: Those making $1000/month or more on side projects – Show and tell
    I built Userdoc (https://userdoc.fyi) a requirements management system for software projects. After running a development consultancy for 8 years, I wanted a dedicated system for gathering and confirming requirements, and only syncing them with project management tools like Jira when they are ready (but keeping them in Userdoc as the living documentation and source of truth. Things are going well, we have some... - Source: Hacker News / almost 2 years ago
  • Ask HN: What’s your ChatGPT pet project?
    Userdoc (https://userdoc.fyi) - A requirements management tool with AI assistance. Generate user stories, acceptance criteria, personas, and user journeys with GPT. - Source: Hacker News / about 2 years ago

What are some alternatives?

When comparing ML5.js and Userdoc, you can also consider the following products

Amazon Machine Learning - Machine learning made easy for developers of any skill level

Cyberfeed - 🗞️ Daily Cybersecurity News and Jobs

Machine Learning Playground - Breathtaking visuals for learning ML techniques.

Docusaurus - Easy to maintain open source documentation websites

Evidently AI - Open-source monitoring for machine learning models

GitBook - Modern Publishing, Simply taking your books from ideas to finished, polished books.

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