Software Alternatives & Reviews

Roboflow Universe VS Aquarium

Compare Roboflow Universe VS Aquarium and see what are their differences

Roboflow Universe logo Roboflow Universe

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

Aquarium logo Aquarium

Improve ML models by improving datasets they’re trained on
  • Roboflow Universe Landing page
    Landing page //
    2022-12-11
  • Aquarium Landing page
    Landing page //
    2023-09-26

Roboflow Universe

Categories
  • APIs
  • Software Engineering
  • Developer Tools
  • AI
  • Open Source
Website universe.roboflow.com
Pricing URL-
Details $

Aquarium

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

Roboflow Universe videos

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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 Roboflow Universe and Aquarium)
Developer Tools
51 51%
49% 49
AI
50 50%
50% 50
APIs
58 58%
42% 42
Software Engineering
100 100%
0% 0

User comments

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Social recommendations and mentions

Based on our record, Roboflow Universe should be more popular than Aquarium. It has been mentiond 18 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.

Roboflow Universe mentions (18)

  • Show HN: Pip install inference, open source computer vision deployment
    It’s an easy to use inference server for computer vision models. The end result is a Docker container that serves a standardized API as a microservice that your application uses to get predictions from computer vision models (though there is also a native Python interface). It’s backed by a bunch of component pieces: * a server (so you don’t have to reimplement things like image processing & prediction... - Source: Hacker News / 8 months ago
  • Open discussion and useful links people trying to do Object Detection
    * Most of the time I find Roboflow extremely handy, I used it to merge datasets, augmentate, read tutorials and that kind of thing. Basically you just create your dataset with roboflow and focus on other aspects. Source: about 1 year ago
  • TensorFlow Datasets (TFDS): a collection of ready-to-use datasets
    For computer vision, there are 100k+ open source classification, object detection, and segmentation datasets available on Roboflow Universe: https://universe.roboflow.com. - Source: Hacker News / over 1 year ago
  • Ask HN: Who is hiring? (December 2022)
    Roboflow | Multiple Roles | Full-time (Remote) | https://roboflow.com/careers?ref=whoishiring1222 Roboflow is the fastest way to use computer vision in production. We help developers give their software the sense of sight. Our end-to-end platform[1] provides tooling for image collection, annotation, dataset exploration and curation, training, and deployment. Over 100k engineers (including engineers from 2/3... - Source: Hacker News / over 1 year ago
  • Please suggest resources to learn how to work with pre-trained CV models
    Solid website and app overall for learning more about computer vision, discovering datasets, and keeping up with advancements in the field: * https://roboflow.com/learn * https://universe.roboflow.com (datasets) | https://blog.roboflow.com/computer-vision-datasets-and-apis/ * https://blog.roboflow.com. Source: over 1 year ago
View more

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 Roboflow Universe and Aquarium, you can also consider the following products

TensorFlow Lite - Low-latency inference of on-device ML models

Scale Nucleus - The mission control for your ML data

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

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

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

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