Prodigy ML Alternatives

Prodigy ML is described as 'A downloadable annotation tool for NLP and computer vision tasks such as named entity recognition, text classification, object detection, image segmentation, A/B evaluation and more' and is an app. There are more than 10 alternatives to Prodigy ML for a variety of platforms, including Web-based, SaaS, Self-Hosted, Windows and Linux apps. The best Prodigy ML alternative is UniversalDataTool, which is both free and Open Source. Other great apps like Prodigy ML are Computer Vision Annotation Tool (CVAT), HyperLabel, doccano and DINOv2.

Prodigy ML

Paid • Proprietary

A downloadable annotation tool for NLP and computer vision tasks such as named entity recognition, text classification,...

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UniversalDataTool
Is this is a good alternative?
Yes
No
Free • Open Source
Mac
Windows
Linux
Online
19 UniversalDataTool alternatives
The Universal Data Tool is a User Interface for editing and annotating Images (Computer Vision, Bounding Boxes, Segmentation), Text (Named Entity Recognition, Classification) or general purpose data entry. to view and edit any data defined in the extensible the .udt.
- - UniversalDataTool is the most popular Web-based, Windows, Mac & Linux alternative to Prodigy ML.
- - UniversalDataTool is the most popular Open Source & free alternative to Prodigy ML.
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UniversalDataTool Features
1. PDF annotationUniversalDataTool support PDF Annotation for highlighting, notes etc
Export to JSON
Integrated ETL
Comments about UniversalDataTool as a Alternative to Prodigy ML
pros, cons and recent comments
Guest
UniversalDataTool does not tokenize sentences as good as Prodigy ML. Subsequently, I can not correct NER offset values manually in the generated JSON file without having UniversalDataTool display an error, which completely breaks the annotation workflow.
Negative comment •
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Computer Vision Annotation Tool (CVAT)
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Yes
No
Freemium • Open Source
Linux
Online
18 Computer Vision Annotation Tool (CVAT) alternatives
CVAT is completely re-designed and re-implemented version of Video Annotation Tool from Irvine, California tool. It is free, online, interactive video and image annotation tool for computer vision. It is being used by our team to annotate million of objects with different...
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Computer Vision Annotation Tool (CVAT) Features
1. Ad-freeComputer Vision Annotation Tool (CVAT) doesn't contain any form of external advertising.
Video annotation
HyperLabel
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Yes
No
Free Personal • Proprietary
Mac
Windows
24 HyperLabel alternatives
A desktop application with a UX built for through-put, HyperLabel is a complete toolset for quality labeling process management and training data creation.
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HyperLabel Features
Image Annotations
Video annotation
doccano
Is this is a good alternative?
Yes
No
Free • Open Source
Self-Hosted
Docker
8 doccano alternatives
doccano is an open source text annotation tool for humans. It provides annotation features for text classification, sequence labeling and sequence to sequence tasks.
- - doccano is the most popular Self-Hosted alternative to Prodigy ML.
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doccano Features
Text annotation
DINOv2
Is this is a good alternative?
Yes
No
Free • Open Source
Self-Hosted
19 DINOv2 alternatives
A family of foundation models producing universal features suitable for image-level visual tasks (image classification, instance retrieval, video understanding) as well as pixel-level visual tasks (depth estimation, semantic segmentation).
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DINOv2 Features
AI-Powered
Label Box
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Yes
No
Paid • Proprietary
Online
25 Label Box alternatives
A complete solution for your training data problem with fast labeling tools, human workforce, data management, a powerful API and automation features.
- - Label Box is the most popular commercial alternative to Prodigy ML.
Label Box has no features, suggest some!
Amazon SageMaker Data Labeling
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Yes
No
Freemium • Proprietary
Software as a Service (SaaS)
Amazon Web Services
16 Amazon SageMaker Data Labeling alternatives
Amazon SageMaker enables you to label raw data, such as images, text files, and videos, and generate labeled synthetic data to create high-quality datasets for training machine learning (ML) models. SageMaker offers two options, Amazon SageMaker Ground Truth Plus and Amazon...
- - Amazon SageMaker Data Labeling is the most popular SaaS alternative to Prodigy ML.
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Amazon SageMaker Data Labeling Features
Image Annotations
Supervisely
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Yes
No
Freemium • Proprietary
Online
24 Supervisely alternatives
Supervisely helps people with and without machine learning expertise to create state-of-the-art computer vision applications. We care about entire workflow from raw data to building and deploying neural networks for your special task without coding.
Supervisely has no features, suggest some!
Appen
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Yes
No
Paid • Proprietary
Online
20 Appen alternatives
Appen's enterprise crowdsourcing solutions offer a cost-conscious, elastic workforce which gives companies immediate, high-quality work.
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Appen Features
1. CrowdsourcedAppen uses suggestions, information, etc., from a large group of people to improve the quality of the content.
Image Annotations
Add a screenshot
Training Mule
Is this is a good alternative?
Yes
No
Freemium • Proprietary
Online
9 Training Mule alternatives
Training Mule allows you or your team to easily label images, providing you with the datasets that you require for the best results. With your images labelled, we will train the network of your choice and provide you with the model ready for use.
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Training Mule Features
Image recognition
Segments.ai
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Yes
No
Paid • Proprietary
Online
Software as a Service (SaaS)
25 Segments.ai alternatives
The platform for computer vision engineers and labeling teams to iterate between data labeling, model training and failure case discovery.
Segments.ai has no features, suggest some!
Heartex
Is this is a good alternative?
Yes
No
Paid • Proprietary
Self-Hosted
Software as a Service (SaaS)
11 Heartex alternatives
Data labeling tool for various data types with a customizable interface, annotation team management, and automatic labeling through active learning.
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Heartex Features
Document Annotations
Natural Language Processing
Data science
Video annotation
Text annotation