Software Alternatives, Accelerators & Startups

Google Vision AI VS Universal Data Tool

Compare Google Vision AI VS Universal Data Tool and see what are their differences

Google Vision AI logo Google Vision AI

Cloud Vision API provides a comprehensive set of capabilities including object detection, ocr, explicit content, face, logo, and landmark detection.

Universal Data Tool logo Universal Data Tool

Machine learning, data labeling tool, computer vision, annotate-images, classification, dataset
  • Google Vision AI Landing page
    Landing page //
    2023-09-28
  • 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.

Google Vision 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 Google Vision AI and Universal Data Tool)
OCR
100 100%
0% 0
Image Annotation
0 0%
100% 100
Image Analysis
100 100%
0% 0
Data Labeling
0 0%
100% 100

User comments

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Social recommendations and mentions

Based on our record, Google Vision AI seems to be more popular. It has been mentiond 41 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.

Google Vision AI mentions (41)

  • Ask HN: Please recommend me an NSFW content detection API
    I've been trying out Google's Cloud Vision API (https://cloud.google.com/vision) as a means of detecting NSFW content in user-submitted images but am finding it surprisingly unreliable. A large proportion of requests appear to just randomly hang before timing out with no error. I'm looking for recommendations for an alternative solution which can flag images containing pornography, gore, violence, etc. All the bad... - Source: Hacker News / 9 months ago
  • NASA Image Of Apollo 17 Landing Site Featuring A TR-3B Patented Triangle Shaped Craft
    I wonder if we could use something like https://cloud.google.com/vision to employ AI image classification on these sat images? Source: 11 months ago
  • Picture Recognition
    There are many. Google Lens can classify images. It can even identify species of plants and animals. If by "toolset" you mean you want an API to write your own applications, you can use the Google Vision API. Source: 12 months ago
  • I work at a non-tech company and have been asked to make software that is impossible. How do I explain it to my boss?
    Could you use Vision AI for this maybe? Source: about 1 year ago
  • just finished the thumbnail to my 8th gaming video. any critiques? anything i should add, remove, change in your opinion? just trying to perfect my craft as best as possible. the vid is just simple gameplay btw
    The violence will get it not recommended, use https://cloud.google.com/vision/ to see what I'm talking about. It comes up as very racy and possibly adult. Source: about 1 year ago
View more

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 Google Vision AI and Universal Data Tool, you can also consider the following products

Amazon Rekognition - Add Amazon's advanced image analysis to your applications.

Labelbox - Build computer vision products for the real world

OpenCV - OpenCV is the world's biggest computer vision library

CrowdFlower - Enterprise crowdsourcing for micro-tasks

Clarifai - The World's AI

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