Software Alternatives, Accelerators & Startups

ML5.js VS Userback

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

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ML5.js logo ML5.js

Friendly machine learning for the web

Userback logo Userback

Userback empowers product teams to collect, understand, and act on user feedback with unprecedented speed and clarity.
  • ML5.js Landing page
    Landing page //
    2021-10-12
  • Userback Collect user feedback
    Collect user feedback //
    2024-08-15
  • Userback Launch targeted user surveys
    Launch targeted user surveys //
    2024-08-15
  • Userback Watch session replays to better understand issues
    Watch session replays to better understand issues //
    2024-08-15
  • Userback Manage feedback and resolve issues faster
    Manage feedback and resolve issues faster //
    2024-08-15
  • Userback Integrate with your favorite tools
    Integrate with your favorite tools //
    2024-08-15

Userback is a powerful visual feedback and bug-tracking platform tailored for SaaS teams looking to enhance their product development process. With Userback, you can easily capture and manage user feedback through annotated screenshots, session replays, and customizable surveys. This ensures that every piece of feedback is actionable, helping you identify and resolve issues quickly.

Designed to integrate seamlessly with popular project management tools like Jira, Trello, Asana, and Slack, Userback streamlines communication and ensures that feedback is delivered directly to your teamโ€™s workflow. Whether you're building new features or refining existing ones, Userback provides the insights needed to create products that resonate with your users.

Userback's intuitive interface and powerful automation features make it easy to prioritize and act on feedback, enabling teams of all sizes to build better products faster. Whether you're a product manager, designer, or developer, Userback helps you stay connected with your users, delivering the data you need to improve user satisfaction and drive product success.

Userback

$ Details
freemium
Platforms
Web Browser Google Chrome Firefox Wordpress Internet Explorer Edge Safari
Startup details
Country
Australia
State
Queensland
City
Brisbane
Founder(s)
Lee Le, Jonathan Tobin, Matthew Johnson
Employees
10 - 19

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.

Userback features and specs

  • Screenshot Capturing
  • Screen Recording
  • Annotations
  • Integrations
  • Collaboration Tools
  • Clean UI
  • Customizable
  • Feedback widget
  • Feedback & Commenting
  • Free Trial
    14-day free trial, no credit card required
  • GDPR Compliant
  • Browser Extensions
  • Branding
  • Surveys

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.

Analysis of Userback

Overall verdict

  • Userback is considered a strong choice for teams looking for an easy-to-use and efficient feedback solution. Its visual feedback features are particularly valuable for identifying and resolving issues quickly. However, the suitability of Userback might depend on the specific needs and workflows of your team.

Why this product is good

  • Userback is a feedback and bug reporting tool that integrates directly with your website or product, offering a simplified process for capturing user feedback, suggestions, and bug reports. It provides visual feedback tools, such as screenshot and annotation capabilities, which enhance communication between users and developers. The platform also supports seamless integration with popular project management and communication tools, making it efficient for teams to address feedback.

Recommended for

  • Web development teams looking to gather focused feedback during development.
  • Product teams seeking a streamlined method for collecting user insights.
  • Businesses that need a tool to easily manage and act on customer feedback and bug reports.

ML5.js videos

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

Userback videos

Userback Explainer Video

Category Popularity

0-100% (relative to ML5.js and Userback)
AI
100 100%
0% 0
Customer Feedback
0 0%
100% 100
Developer Tools
100 100%
0% 0
Visual Bug Reports
0 0%
100% 100

Questions & Answers

As answered by people managing ML5.js and Userback.

What makes your product unique?

Userback's answer:

Userback stands out due to its emphasis on visual feedback and seamless integration into existing workflows. Unlike traditional feedback tools, Userback allows users to capture annotated screenshots, session replays, and detailed user insights directly from your website or application. This level of visual detail makes it easier for teams to understand and address issues quickly. Additionally, Userback's integrations with popular project management tools like Jira, Trello, Asana, and Slack ensure that feedback is instantly actionable, keeping your development process efficient and user-focused.

Why should a person choose your product over its competitors?

Userback's answer:

Userback offers a unique combination of visual feedback tools, customizable user surveys, intuitive user experience, and powerful integrations that set it apart from competitors. The platform's ability to capture detailed, visual feedback directly from users reduces the back-and-forth often associated with bug tracking and issue resolution. Moreover, Userback's customizable feedback forms and automated workflows make it easy to tailor the platform to your specific needs, whether you're a small team or a large organization. By choosing Userback, you ensure that your development process is driven by clear, actionable insights that lead to better products and happier users.

How would you describe the primary audience of your product?

Userback's answer:

Userbackโ€™s primary audience includes product managers, UX/UI designers, software developers, and customer support teams in SaaS companies and digital agencies. These professionals rely on Userback to streamline the feedback collection process, improve communication between teams, and deliver products that align with user expectations. Whether working on a new feature or refining an existing product, Userback helps these teams stay connected with their users and make data-driven decisions that enhance the overall user experience.

What's the story behind your product?

Userback's answer:

Userback was born out of a desire to bridge the gap between users and product teams by making feedback collection more efficient and actionable. The founders recognized that traditional feedback tools often lacked the ability to convey the visual context needed to truly understand user issues. To solve this, they created a platform that combines visual feedback with powerful integrations, allowing teams to capture, manage, and act on feedback in real-time. Since its inception, Userback has grown into a trusted tool for thousands of teams worldwide, helping them build products that users love.

User comments

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Social recommendations and mentions

Based on our record, ML5.js should be more popular than Userback. It has been mentiond 11 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 (11)

  • Building a Personalized Meal Recommendation System
    Libraries: Surprise for collaborative filtering (Python), TensorFlow.js for in-browser ML, ml5.js for approachable ML in JS. - Source: dev.to / 5 months ago
  • 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.โ€‹. - Source: dev.to / over 1 year ago
  • Riffr - Create Photo Montages in the Browser with some ML Magicโœจ
    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 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 4 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 4 years ago
View more

Userback mentions (3)

  • What is Userback and how does it work?
    Userback is a game changer! It lets me collect feedback from my users in a snap and share it with my dev team so we can fix things faster. It's saved so many headaches from figuring out where to get started by having everything in one location. Check it out here: https://userback.io/. Source: about 3 years ago
  • Web designers of reddit, how do you effectively do remote design reviews?
    Userback is a good tool for design review & feedback. Source: almost 4 years ago
  • Received an Admiral anti-adblock popup despite uBlock Origin installed and annoyance filters enabled
    The userback.io link appears to relate to the site's hovering "feedback" button on the side, which may be regarded by some as an annoyance, though I'd only block it if it doesn't otherwise remove the feedback function on the site. The other three unblocked URLs are all neccessary for the page to load properly along with many other sites on the internet. Source: almost 4 years ago

What are some alternatives?

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

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

Marker.io - Visual feedback and bug reporting tool for websites

Machine Learning Playground - Breathtaking visuals for learning ML techniques.

Usersnap - Usersnap is a customer feedback software for SaaS companies that need to constantly improve and grow their products.

Papers with Code - The latest in machine learning at your fingerprints

BugHerd - BugHerd: The Website Feedback Tool for Agencies