Software Alternatives, Accelerators & Startups

iko.ai VS Universal Data Tool

Compare iko.ai VS Universal Data Tool and see what are their differences

iko.ai logo iko.ai

Real-time collaborative notebooks on your own Kubernetes clusters to train, track, package, deploy, and monitor your machine learning models.

Universal Data Tool logo Universal Data Tool

Machine learning, data labeling tool, computer vision, annotate-images, classification, dataset
  • iko.ai Landing page
    Landing page //
    2021-11-29
  • Universal Data Tool Landing page
    Landing page //
    2021-09-10

The Universal Data Tool (UDT) is an open-source web or downloadable tool for labeling data for usage in machine learning or data processing systems.

The Universal Data Tool supports Computer Vision, Natural Language Processing (including Named Entity Recognition and Audio Transcription) workflows.

The UDT uses an open-source data format (.udt.json / .udt.csv) that can be easily read by programs as a ground-truth dataset for machine learning algorithms.

iko.ai videos

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Universal Data Tool videos

Getting Started with Open-Source Contribution to the Universal Data Tool

More videos:

  • Tutorial - How to use text classification on the Universal Data Tool

Category Popularity

0-100% (relative to iko.ai and Universal Data Tool)
AI
39 39%
61% 61
Data Labeling
0 0%
100% 100
Developer Tools
100 100%
0% 0
Image Annotation
0 0%
100% 100

User comments

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Social recommendations and mentions

Based on our record, iko.ai seems to be more popular. It has been mentiond 13 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.

iko.ai mentions (13)

  • How does Google Colab "work"
    We built a fascinating platform, https://iko.ai, that allows you to train, track, package, deploy, and monitor machine learning models with real-time collaborative notebooks on your own Kubernetes clusters. Source: almost 2 years ago
  • Stripe App Marketplace
    Hi, Edwin. I'm in the process of integrating Stripe to https://iko.ai. I recently discovered Portal (https://stripe.com/docs/billing/subscriptions/integrating-customer-portal) and I thank you for that. Less code for me. I'm a bit ashamed to say, but I'm having trouble with checking if the customer has a valid subscription. I'm currently only storing the customer_id in the database and retrieving the information... - Source: Hacker News / about 2 years ago
  • Lessons Learned from Running Apache Airflow at Scale
    That was one the reasons we do "bring your own compute" with https://iko.ai so people who already have a billing account on AWS, GCP, Azure, DigitalOcean, can just get the config for their Kubernetes clusters and link them to iko.ai and their machine learning workloads will run on whichever cluster they select. If you get a good deal from one cloud provider, you can get started quickly. It's useful even for... - Source: Hacker News / about 2 years ago
  • Are all startups chaos?
    We built an internal platform to streamline this that allows us to train, package, deploy, and monitor models (very shameless plug for our product https://iko.ai that we started because I was tired of watching colleagues look from the window to see if their train was here because they had to come to the office to train their model on the "powerful machine" and they spent 6 hours in commute every day and at some... Source: about 2 years ago
  • Juptyter Notebook Applications
    We built https://iko.ai which offers real-time collaborative notebooks to train, track, package, deploy, and monitor machine learning models. Source: over 2 years ago
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Universal Data Tool mentions (0)

We have not tracked any mentions of Universal Data Tool yet. Tracking of Universal Data Tool recommendations started around Mar 2021.

What are some alternatives?

When comparing iko.ai and Universal Data Tool, you can also consider the following products

JarvisLabs.ai - Let's make AI simple

Labelbox - Build computer vision products for the real world

Censius.ai - Building the future of MLOps

CrowdFlower - Enterprise crowdsourcing for micro-tasks

Vast.ai - GPU Sharing Economy: One simple interface to find the best cloud GPU rentals.

Supervisely - Supervisely helps people with and without machine learning expertise to create state-of-the-art...