Software Alternatives & Reviews

Scale Nucleus VS Aquarium

Compare Scale Nucleus VS Aquarium and see what are their differences

Scale Nucleus logo Scale Nucleus

The mission control for your ML data

Aquarium logo Aquarium

Improve ML models by improving datasets they’re trained on
  • Scale Nucleus Landing page
    Landing page //
    2023-08-20
  • Aquarium Landing page
    Landing page //
    2023-09-26

Scale Nucleus

Categories
  • Developer Tools
  • AI
  • APIs
  • Tech
Website nucleus.scale.com
Pricing URL-

Aquarium

Categories
  • Developer Tools
  • AI
  • APIs
  • Tech
Website aquariumlearning.com
Pricing URL Official Aquarium Pricing

Scale Nucleus videos

Using Scale Nucleus & Rapid to Label New Datasets Efficiently

More videos:

  • Review - Scale Nucleus: Send to Annotation
  • Review - Scale Nucleus: Find Missing Annotations

Aquarium videos

What Happened To This PRO Aquarium Fish Keeper?! | Fish Tank Review 34

More videos:

  • Review - Petsmart Top Fin 5 Gallon Glass Aquarium $49.99 Unboxing Review!

Category Popularity

0-100% (relative to Scale Nucleus and Aquarium)
Developer Tools
43 43%
57% 57
AI
43 43%
57% 57
APIs
47 47%
53% 53
Tech
44 44%
56% 56

User comments

Share your experience with using Scale Nucleus and Aquarium. For example, how are they different and which one is better?
Log in or Post with

Social recommendations and mentions

Aquarium might be a bit more popular than Scale Nucleus. We know about 2 links to it since March 2021 and only 2 links to Scale Nucleus. 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.

Scale Nucleus mentions (2)

  • [Discussion] The most painful thing about machine learning
    At Scale we built a tool for model debugging in computer vision called Nucleus (scale.com/nucleus) designed exactly for this, which is free try out if you're curious to see where your model predictions are most at odds with your ground truth. Source: over 2 years ago
  • Unit Testing for Production ML Workflows?
    To address your point about gathering edge cases, which can also be defined as cases of low model fidelity for our use cases, there is active learning and tools such as Aquarium Learning and Scale Nucleus which make it easy to implement into workflows. Source: almost 3 years ago

Aquarium mentions (2)

  • Ask HN: Who is hiring? (November 2021)
    Aquarium (https://aquariumlearning.com/) | Remote Only (North American Timezones) | Full Time Aquarium is an ML data management system that helps ML teams improve their models by improving their datasets. Aquarium uncovers problems in your dataset, then helps you edit or add data to fix these problems and optimize your model performance. We are looking for our first Product Manager and are also hiring for... - Source: Hacker News / over 2 years ago
  • ML Data Management — A Primer
    #ML is maturing and teams are less concerned about having enough #data, but rather having the right data. ML data management tooling helps improve ML models by improving datasets. Check out our piece below that discusses trends in the space and startups like aquariumlearning.com, Tryunbox.ai, Lightly.ai, Scale, and Labelbox. https://medium.com/memory-leak/ml-data-management-a-primer-a635a5eac858. Source: over 2 years ago

What are some alternatives?

When comparing Scale Nucleus and Aquarium, you can also consider the following products

PerceptiLabs - A tool to build your machine learning model at warp speed.

ML Image Classifier - Quickly train custom machine learning models in your browser

Google Cloud TPUs - Build and train machine learning models with Google

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

Touchpoint Dashboard - Touchpoint Dashboard is a platform that allows users to visualize and understand the customer experience in a better way.

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