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Computer Vision

Dive into our articles on computer vision, including image classification, object detection, semantic segmentation, and more.

21+ Best Healthcare Datasets for Computer Vision
Computer Vision
July 15, 2021
21+ Best Healthcare Datasets for Computer Vision
Alberto Rizzoli
Read time
4
min read
20+ Open Source Computer Vision Datasets
Computer Vision
August 4, 2021
20+ Open Source Computer Vision Datasets
Alberto Rizzoli
Read time
4
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
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
The Beginner’s Guide to Semantic Segmentation
Computer Vision
September 16, 2021
The Beginner’s Guide to Semantic Segmentation
Nilesh Barla
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
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
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
Image Classification Explained [+V7 Tutorial]
Computer Vision
July 6, 2021
Image Classification Explained [+V7 Tutorial]
Hmrishav Bandyopadhyay
Read time
8
min read
15+ Top Computer Vision Project Ideas for Beginners for 2024
Computer Vision
June 16, 2021
15+ Top Computer Vision Project Ideas for Beginners for 2024
Alberto Rizzoli
Read time
6
min read
Optical Character Recognition: What is It and How Does it Work [Guide]
Computer Vision
July 6, 2021
Optical Character Recognition: What is It and How Does it Work [Guide]
Hmrishav Bandyopadhyay
Read time
8
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
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
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 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
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
An Introduction to Image Segmentation: Deep Learning vs. Traditional [+Examples]
Computer Vision
August 12, 2021
An Introduction to Image Segmentation: Deep Learning vs. Traditional [+Examples]
Hmrishav Bandyopadhyay
Read time
9
min read
Image Annotation: Definition, Use Cases & Types [2024]
Computer Vision
Image Annotation: Definition, Use Cases & Types [2024]
Hmrishav Bandyopadhyay
Read time
13
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
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
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
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
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
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
The Ultimate Guide to Object Detection
Computer Vision
June 10, 2021
The Ultimate Guide to Object Detection
Alberto Rizzoli
Read time
9
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
A Comprehensive Guide to Human Pose Estimation
Computer Vision
September 2, 2021
A Comprehensive Guide to Human Pose Estimation
Nilesh Barla
Read time
10
min read
27+ Most Popular Computer Vision Applications and Use Cases in 2024
Computer Vision
July 25, 2021
27+ Most Popular Computer Vision Applications and Use Cases in 2024
Alberto Rizzoli
Read time
8
min read
Neural Style Transfer: Everything You Need to Know [Guide]
Computer Vision
September 8, 2021
Neural Style Transfer: Everything You Need to Know [Guide]
Pragati Baheti
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
Video Segmentation: Intro, Methods, Tutorial
Computer Vision
March 3, 2023
Video Segmentation: Intro, Methods, Tutorial
Rohit Kundu
Read time
12
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
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
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
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
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
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