Dataloop AI VS Universal Data Tool

Dataloop AI

Enterprise grade data platform for AI systems in development and in production.

Universal Data Tool

Machine learning, data labeling tool, computer vision, annotate-images, classification, dataset

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2023-10-21

Dataloop is an enterprise grade data platform for AI systems in development and in production, providing an end-to-end data workflow including image, video and audio data annotation, quality control, data management, automation pipelines and autoML.

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.

Auto annotation of objects using Dataloop AI

Universal Data Tool videos

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

Category Popularity

0-100% (relative to Dataloop AI and Universal Data Tool)

Dataloop AI

Universal Data Tool

Image Annotation

38 38%

Image Annotation

62% 62

Data Labeling

37 37%

Data Labeling

63% 63

Data Science And Machine Learning

49 49%

Data Science And Machine Learning

51% 51

AI

47 47%

AI

53% 53

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Dataloop AI and Universal Data Tool

Dataloop AI Reviews

Top Video Annotation Tools Compared 2022

Dataloop aims to drive AI to production with end-to-end data management, automation pipelines, and a quality-first data labeling platform. Their video annotation features includes:

Source: innotescus.io