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Data Labeling Tools Guide: How to Choose + 6 Top Companies Reviewed
Machine Learning

Data Labeling Tools Guide: How to Choose + 6 Top Companies Reviewed

How do you choose the best data labeling tools for your use case? Let’s review 10 key functionalities you should consider while taking a closer look at 6 industry-leading companies in 2024.

Marta Szyndlar
Marta Szyndlar
Read time
19
min read

Other articles

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12 Best OCR Software for Business [2024 Overview]
Artificial Intelligence
July 15, 2024
12 Best OCR Software for Business [2024 Overview]
Casimir Rajnerowicz
Read time
15
min read
10 Best Data Extraction Tools Powered by AI [2024]
Artificial Intelligence
June 26, 2024
10 Best Data Extraction Tools Powered by AI [2024]
Casimir Rajnerowicz
Read time
12
min read
The Ultimate Guide to AI Prompt Engineering [2024]
Artificial Intelligence
June 25, 2024
The Ultimate Guide to AI Prompt Engineering [2024]
Casimir Rajnerowicz
Read time
15
min read
[Reviewed] The Best AI Productivity Apps in 2024
Artificial Intelligence
June 24, 2024
[Reviewed] The Best AI Productivity Apps in 2024
Heather Stritch
Read time
10
min read
7 Best Free AI Tools for Businesses in 2024
Artificial Intelligence
June 10, 2024
7 Best Free AI Tools for Businesses in 2024
Heather Stritch
Read time
16
min read
Image Processing: Techniques, Types, & Applications [2024]
Computer Vision
May 19, 2024
Image Processing: Techniques, Types, & Applications [2024]
Rohit Kundu
Read time
17
min read
10 Best DICOM Viewers for Medical Images (2024 Update)
Computer Vision
April 30, 2024
10 Best DICOM Viewers for Medical Images (2024 Update)
Casimir Rajnerowicz
Read time
10
min read
How to Secure the Best ROI from Your AI Investment in 2024
Leadership
March 1, 2024
How to Secure the Best ROI from Your AI Investment in 2024
Heather Stritch
Read time
15
min read
Vision Transformer: What It Is & How It Works [2024 Guide]
Machine Learning
February 2, 2024
Vision Transformer: What It Is & How It Works [2024 Guide]
Deval Shah
Read time
8
min read
Visual ChatGPT: Multimodal Capabilities and Use Cases for 2024
Artificial Intelligence
January 17, 2024
Visual ChatGPT: Multimodal Capabilities and Use Cases for 2024
Casimir Rajnerowicz
Read time
19
min read
Vector Databases: Intro, Use Cases, Top 5 Vector DBs
Machine Learning
November 2, 2023
Vector Databases: Intro, Use Cases, Top 5 Vector DBs
Deval Shah
Read time
15
min read
Segment Anything Model (SAM): Intro, Use Cases, V7 Tutorial
Computer Vision
October 31, 2023
Segment Anything Model (SAM): Intro, Use Cases, V7 Tutorial
Rohit Kundu
Read time
12
min read
Top 5 Dataloop Alternatives [Key Features, Use Cases]
Industry
September 13, 2023
Top 5 Dataloop Alternatives [Key Features, Use Cases]
Marta Szyndlar
Read time
10
min read
Foundation Models: The Benefits, Risks, and Applications
Machine Learning
August 31, 2023
Foundation Models: The Benefits, Risks, and Applications
Rohit Kundu
Read time
12
min read
Generative AI 101: Explanation, Use Cases, Impact
Artificial Intelligence
August 31, 2023
Generative AI 101: Explanation, Use Cases, Impact
Deval Shah
Read time
12
min read
Data Centric AI: The Secret of Successful AI Products
Leadership
August 31, 2023
Data Centric AI: The Secret of Successful AI Products
Heather Stritch
Read time
12
min read
Build Vs. Buy? Tackling Training Data Ops Software
Industry
August 29, 2023
Build Vs. Buy? Tackling Training Data Ops Software
Marta Szyndlar
Read time
8
min read
Why Enterprise AI Products Fail: Training Data to Talent
Leadership
August 22, 2023
Why Enterprise AI Products Fail: Training Data to Talent
Heather Stritch
Read time
13
min read
How to Test and Evaluate Your AI Apps With BenchLLM
Product
July 20, 2023
How to Test and Evaluate Your AI Apps With BenchLLM
Casimir Rajnerowicz
Read time
12
min read
Impact of Large Language Models on Enterprise: Benefits, Risks & Tools
Playbooks
July 5, 2023
Impact of Large Language Models on Enterprise: Benefits, Risks & Tools
Casimir Rajnerowicz
Read time
10
min read
How to Build AI-Powered Digital Pathology Products
Industry
July 3, 2023
How to Build AI-Powered Digital Pathology Products
James Hudson
Read time
10
min read
RLHF (Reinforcement Learning From Human Feedback): Overview + Tutorial
Machine Learning
June 29, 2023
RLHF (Reinforcement Learning From Human Feedback): Overview + Tutorial
Deval Shah
Read time
12
min read
Large Language Models (LLMs): Challenges, Predictions, Tutorial
Artificial Intelligence
June 26, 2023
Large Language Models (LLMs): Challenges, Predictions, Tutorial
Rohit Kundu
Read time
10
min read
V7 & Databricks: How to Turbocharge Your AI & MLOps
Product
June 13, 2023
V7 & Databricks: How to Turbocharge Your AI & MLOps
V7 Team
Read time
5
min read
Intersection over Union (IoU): Definition, Calculation, Code
Computer Vision
May 30, 2023
Intersection over Union (IoU): Definition, Calculation, Code
Deval Shah
Read time
10
min read
AI in Drug Discovery: 10 Cutting-Edge Applications
Artificial Intelligence
May 29, 2023
AI in Drug Discovery: 10 Cutting-Edge Applications
Rohit Kundu
Read time
15
min read
Top Performance Metrics in Machine Learning: A Comprehensive Guide
Machine Learning
May 4, 2023
Top Performance Metrics in Machine Learning: A Comprehensive Guide
Deval Shah
Read time
28
min read
A Practical Guide to Video Recognition [Overview and Tutorial]
Computer Vision
May 3, 2023
A Practical Guide to Video Recognition [Overview and Tutorial]
Rohit Kundu
Read time
21
min read
Triplet Loss: Intro, Implementation, Use Cases
Machine Learning
April 14, 2023
Triplet Loss: Intro, Implementation, Use Cases
Deval Shah
Read time
15
min read
AI in Digital Pathology: 4 Transformative Applications
Artificial Intelligence
April 6, 2023
AI in Digital Pathology: 4 Transformative Applications
Haziqa Sajid
Read time
10
min read
AI in Cybersecurity: 5 Crucial Applications
Artificial Intelligence
April 1, 2023
AI in Cybersecurity: 5 Crucial Applications
Haziqa Sajid
Read time
12
min read
Logistic Regression: Definition, Use Cases, Implementation
Machine Learning
March 31, 2023
Logistic Regression: Definition, Use Cases, Implementation
Deval Shah
Read time
16
min read
Human Activity Recognition (HAR): Fundamentals, Models, Datasets
Computer Vision
March 27, 2023
Human Activity Recognition (HAR): Fundamentals, Models, Datasets
Deval Shah
Read time
15
min read
Keypoint Annotation: Labeling Data With Keypoints & Skeletons
Product
March 27, 2023
Keypoint Annotation: Labeling Data With Keypoints & Skeletons
Casimir Rajnerowicz
Read time
11
min read
Enhance Your ML Workflows with Logic Stage: Use Cases & Examples
Playbooks
March 23, 2023
Enhance Your ML Workflows with Logic Stage: Use Cases & Examples
Casimir Rajnerowicz
Read time
14
min read
PyTorch vs TensorFlow: The Ultimate Decision Guide
Deep Learning
March 16, 2023
PyTorch vs TensorFlow: The Ultimate Decision Guide
Konstantinos Poulinakis
Read time
15
min read
Video Classification: Methods, Use Cases, Tutorial
Computer Vision
March 14, 2023
Video Classification: Methods, Use Cases, Tutorial
Rohit Kundu
Read time
16
min read
AI In Education: 5 Practical Applications
Artificial Intelligence
March 3, 2023
AI In Education: 5 Practical Applications
Haziqa Sajid
Read time
8
min read
Video Segmentation: Intro, Methods, Tutorial
Computer Vision
March 3, 2023
Video Segmentation: Intro, Methods, Tutorial
Rohit Kundu
Read time
12
min read
A Step-by-Step Guide to Federated Learning in Computer Vision
Machine Learning
February 3, 2023
A Step-by-Step Guide to Federated Learning in Computer Vision
Yesha Shastri
Read time
10
min read
13 Best Image Annotation Tools of 2024 [Reviewed]
Computer Vision
February 2, 2023
13 Best Image Annotation Tools of 2024 [Reviewed]
Alberto Rizzoli
Read time
8
min read
Intro to MLOps: What Is Machine Learning Operations and How to Implement It
Machine Learning
January 30, 2023
Intro to MLOps: What Is Machine Learning Operations and How to Implement It
Konstantinos Poulinakis
Read time
15
min read
Cross Entropy Loss: Intro, Applications, Code
Machine Learning
January 26, 2023
Cross Entropy Loss: Intro, Applications, Code
Deval Shah
Read time
12
min read
How to Annotate Digital Pathology Images for AI
Playbooks
January 24, 2023
How to Annotate Digital Pathology Images for AI
Casimir Rajnerowicz
Read time
10
min read
COCO Dataset: All You Need to Know to Get Started
Computer Vision
January 19, 2023
COCO Dataset: All You Need to Know to Get Started
Deval Shah
Read time
12
min read
7 Practical Applications of AI in Government
Artificial Intelligence
January 19, 2023
7 Practical Applications of AI in Government
Haziqa Sajid
Read time
9
min read
YOLO: Algorithm for Object Detection Explained [+Examples]
Computer Vision
January 17, 2023
YOLO: Algorithm for Object Detection Explained [+Examples]
Rohit Kundu
Read time
10
min read
The 5 Leading Causes of AI bias in Training Data
Playbooks
January 13, 2023
The 5 Leading Causes of AI bias in Training Data
Alberto Rizzoli
Read time
8
min read
5 Best Practices for Writing Annotation Guidelines
Playbooks
December 19, 2022
5 Best Practices for Writing Annotation Guidelines
Ani Janelidze
Read time
5
min read
How to Use V7 Workflows to Split Large Images Into Patches
Playbooks
December 19, 2022
How to Use V7 Workflows to Split Large Images Into Patches
Casimir Rajnerowicz
Read time
6
min read
F1 Score in Machine Learning: Intro & Calculation
Machine Learning
December 16, 2022
F1 Score in Machine Learning: Intro & Calculation
Rohit Kundu
Read time
8
min read
Multimodal Deep Learning: Definition, Examples, Applications
Deep Learning
December 15, 2022
Multimodal Deep Learning: Definition, Examples, Applications
Konstantinos Poulinakis
Read time
17
min read
A Beginner’s Guide to Graph Neural Networks
Machine Learning
December 9, 2022
A Beginner’s Guide to Graph Neural Networks
Yesha Shastri
Read time
10
min read
Multi-Task Learning in ML: Optimization & Use Cases [Overview]
Machine Learning
December 2, 2022
Multi-Task Learning in ML: Optimization & Use Cases [Overview]
Rohit Kundu
Read time
10
min read
Handwriting Recognition: Definition, Techniques & Uses
Machine Learning
December 2, 2022
Handwriting Recognition: Definition, Techniques & Uses
Pragati Baheti
Read time
14
min read
How to Annotate Radiology Data for Machine Learning on V7
Playbooks
November 17, 2022
How to Annotate Radiology Data for Machine Learning on V7
Casimir Rajnerowicz
Read time
7
min read
AI in Radiology: Pros & Cons, Applications, and 4 Examples
Artificial Intelligence
November 9, 2022
AI in Radiology: Pros & Cons, Applications, and 4 Examples
Haziqa Sajid
Read time
8
min read
Is Now the Right Time for You to Invest in Training Data Software?
Playbooks
October 25, 2022
Is Now the Right Time for You to Invest in Training Data Software?
Matt Brown
Read time
7
min read
Training Data Platform Buying Guide
Playbooks
October 25, 2022
Training Data Platform Buying Guide
Matt Brown
Read time
6
min read
Labeling with LabelMe: Step-by-step Guide [Alternatives + Datasets]
Computer Vision
October 14, 2022
Labeling with LabelMe: Step-by-step Guide [Alternatives + Datasets]
Hmrishav Bandyopadhyay
Read time
9
min read
Image Recognition: Definition, Algorithms & Uses
Computer Vision
October 5, 2022
Image Recognition: Definition, Algorithms & Uses
Pragati Baheti
Read time
15
min read
Precision vs. Recall: Differences, Use Cases & Evaluation
Machine Learning
September 19, 2022
Precision vs. Recall: Differences, Use Cases & Evaluation
Rohit Kundu
Read time
13
min read
A Friendly Guide to LabelImg [+Open Datasets, Models, Alternative Tools]
Computer Vision
September 19, 2022
A Friendly Guide to LabelImg [+Open Datasets, Models, Alternative Tools]
Hmrishav Bandyopadhyay
Read time
7
min read
Pattern Recognition in Machine Learning [Basics & Examples]
Machine Learning
September 13, 2022
Pattern Recognition in Machine Learning [Basics & Examples]
Pragati Baheti
Read time
12
min read
Confusion Matrix: How To Use It & Interpret Results [Examples]
Machine Learning
September 13, 2022
Confusion Matrix: How To Use It & Interpret Results [Examples]
Rohit Kundu
Read time
11
min read
9 Innovative Use Cases of AI in Finance [+Pros & Cons]
Artificial Intelligence
August 31, 2022
9 Innovative Use Cases of AI in Finance [+Pros & Cons]
Pragati Baheti
Read time
15
min read
Active Learning in Machine Learning [Guide & Examples]
Machine Learning
August 31, 2022
Active Learning in Machine Learning [Guide & Examples]
Rohit Kundu
Read time
16
min read
The Complete Guide to Generative Adversarial Networks [GANs]
Machine Learning
August 3, 2022
The Complete Guide to Generative Adversarial Networks [GANs]
Deval Shah
Read time
14
min read
The Complete Guide to Recurrent Neural Networks
Machine Learning
July 29, 2022
The Complete Guide to Recurrent Neural Networks
Pragati Baheti
Read time
8
min read
Knowledge Distillation: Principles & Algorithms [+Applications]
Machine Learning
July 21, 2022
Knowledge Distillation: Principles & Algorithms [+Applications]
Rohit Kundu
Read time
20
min read
Why Adding More Human Hours Isn't Always the Answer for Better AI
Playbooks
July 20, 2022
Why Adding More Human Hours Isn't Always the Answer for Better AI
Matt Brown
Read time
5
min read
The Essential Guide to Pytorch Loss Functions
Machine Learning
July 13, 2022
The Essential Guide to Pytorch Loss Functions
Deval Shah
Read time
10
min read
An Introductory Guide to Quality Training Data for Machine Learning
Machine Learning
July 11, 2022
An Introductory Guide to Quality Training Data for Machine Learning
Alberto Rizzoli
Read time
12
min read
Deep Learning for Image Super-Resolution [incl. Architectures]
Deep Learning
July 7, 2022
Deep Learning for Image Super-Resolution [incl. Architectures]
Rohit Kundu
Read time
13
min read
AI in Supply Chain and Logistics [20+ Practical Applications]
Artificial Intelligence
July 6, 2022
AI in Supply Chain and Logistics [20+ Practical Applications]
Will Titterington
Read time
13
min read
A Short Introduction to Video Annotation for AI [2024]
Computer Vision
July 4, 2022
A Short Introduction to Video Annotation for AI [2024]
Casimir Rajnerowicz
Read time
16
min read
AI-Generated Art: From Text to Images & Beyond [Examples]
Artificial Intelligence
July 1, 2022
AI-Generated Art: From Text to Images & Beyond [Examples]
Rohit Kundu
Read time
16
min read
The Ultimate Guide to Semi-Supervised Learning
Computer Vision
July 1, 2022
The Ultimate Guide to Semi-Supervised Learning
Avi Bewtra
Read time
12
min read
Domain Adaptation in Computer Vision: Everything You Need to Know
Deep Learning
July 1, 2022
Domain Adaptation in Computer Vision: Everything You Need to Know
Rohit Kundu
Read time
18
min read
A Step-by-step Guide to Few-Shot Learning
Computer Vision
June 13, 2022
A Step-by-step Guide to Few-Shot Learning
Deval Shah
Read time
14
min read
What Is Computer Vision? [Basic Tasks & Techniques]
Computer Vision
June 9, 2022
What Is Computer Vision? [Basic Tasks & Techniques]
Hmrishav Bandyopadhyay
Read time
8
min read
A Step-by-Step Guide to Text Annotation [+Free OCR Tool]
Machine Learning
June 6, 2022
A Step-by-Step Guide to Text Annotation [+Free OCR Tool]
Deval Shah
Read time
9
min read
What is Synthetic Data in Machine Learning and How to Generate It
Machine Learning
June 5, 2022
What is Synthetic Data in Machine Learning and How to Generate It
Deval Shah
Read time
14
min read
The Beginner’s Guide to Contrastive Learning
Machine Learning
May 22, 2022
The Beginner’s Guide to Contrastive Learning
Rohit Kundu
Read time
19
min read
The Essential Guide to Data Augmentation in Deep Learning
Machine Learning
May 6, 2022
The Essential Guide to Data Augmentation in Deep Learning
Deval Shah
Read time
11
min read
9 Reinforcement Learning Real-Life Applications
Machine Learning
March 31, 2022
9 Reinforcement Learning Real-Life Applications
Pragati Baheti
Read time
13
min read
Mean Average Precision (mAP) Explained: Everything You Need to Know
Computer Vision
March 7, 2022
Mean Average Precision (mAP) Explained: Everything You Need to Know
Deval Shah
Read time
9
min read
The Complete Guide to Ensemble Learning
Machine Learning
March 1, 2022
The Complete Guide to Ensemble Learning
Rohit Kundu
Read time
12
min read
The Beginner's Guide to Self-Supervised Learning
Computer Vision
February 22, 2022
The Beginner's Guide to Self-Supervised Learning
Rohit Kundu
Read time
13
min read
The Definitive Guide to Instance Segmentation [+V7 Tutorial]
Computer Vision
February 22, 2022
The Definitive Guide to Instance Segmentation [+V7 Tutorial]
Hmrishav Bandyopadhyay
Read time
13
min read
The Complete Guide to CVAT - Pros & Cons [2024]
Computer Vision
February 9, 2022
The Complete Guide to CVAT - Pros & Cons [2024]
Alberto Rizzoli
Read time
9
min read
The Ultimate Guide to Medical Image Annotation
Machine Learning
January 31, 2022
The Ultimate Guide to Medical Image Annotation
Alberto Rizzoli
Read time
8
min read
Overfitting vs. Underfitting: What's the Difference?
Machine Learning
January 31, 2022
Overfitting vs. Underfitting: What's the Difference?
Pragati Baheti
Read time
9
min read
The Essential Guide to Zero-Shot Learning [2024]
Machine Learning
January 6, 2022
The Essential Guide to Zero-Shot Learning [2024]
Rohit Kundu
Read time
9
min read
The Complete Guide to Panoptic Segmentation [+V7 Tutorial]
Computer Vision
January 6, 2022
The Complete Guide to Panoptic Segmentation [+V7 Tutorial]
Nilesh Barla
Read time
9
min read
9 Revolutionary AI Applications In Transportation
Artificial Intelligence
December 9, 2021
9 Revolutionary AI Applications In Transportation
Alberto Rizzoli
Read time
9
min read
What is Overfitting in Deep Learning [+10 Ways to Avoid It]
Machine Learning
December 1, 2021
What is Overfitting in Deep Learning [+10 Ways to Avoid It]
Pragati Baheti
Read time
7
min read
7 Job-ready AI Applications in Construction
Artificial Intelligence
November 29, 2021
7 Job-ready AI Applications in Construction
Alberto Rizzoli
Read time
8
min read
The Complete Guide to Object Tracking [+V7 Tutorial]
Computer Vision
November 16, 2021
The Complete Guide to Object Tracking [+V7 Tutorial]
Nilesh Barla
Read time
9
min read
7 Out-of-the-Box Applications of AI in Manufacturing
Artificial Intelligence
November 2, 2021
7 Out-of-the-Box Applications of AI in Manufacturing
Alberto Rizzoli
Read time
10
min read
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