Image Recognition | G2 Resources

What Is Image Captioning? A Detailed Beginner’s Guide

Gen AI is shaping the digital and radio imaging game.

by Holly Landis

What Is Image Annotation? Types, Use Cases and More

Be it B2B or B2C industry, the race to step up in artificial intelligence domain is bubbling on the surface with computer vision techniques like image annotation.

HL

by Holly Landis

Object Recognition: What Is It and How It Works

Object recognition has powered a new chapter in computer vision and robotics.

SM

by Shreya Mattoo

What is Object Detection? All that You Need To Know

Humans are bestowed with peripheral vision; but computers are rising up to competency with object detection now.

SM

by Shreya Mattoo

You Only Look Once: The Science Behind Object Detection

Technology is advancing at a rapid pace, and while it may feel overwhelming at times, it’s making our daily tasks easier.

HL

by Holly Landis

What Is a Support Vector Machine? How It Classifies Objects

Vladimir N. Vapnik developed support vector machine (SVM) algorithms to tackle classification problems in the 1990s. These algorithms find an optimal hyperplane, which is a line in a 2D or a 3D plane, between two dataset categories to distinguish between them.

SJ

by Sagar Joshi

Feature Extraction: How to Make Data Processing Easier

Feature extraction pulls the most helpful information from a large amount of data. It helps you make sense of overwhelming raw data that can be tricky to work with, especially in machine learning applications.

SJ

by Sagar Joshi

What is Image Processing? Examples, Types, and Benefits

We see thousands of images every day, online and out in the real world. It’s likely that the images have been changed in some way before being released into the wild.

HL

by Holly Landis

How Image Recognition Works To Visualize Objects in Pictures

Our world is full of images, and most of the time, we humans can decipher exactly what those images are and what they mean quite easily. For computers, that’s not so simple.

AJ

by Amal Joby

Image Segmentation: Techniques Used to Classify Images

Over the last several years, technology has evolved to a point where computers can detect and understand visual images almost as well as our human brains. But of course, that’s only come about as a result of our significant interventions and the development of a process known as computer vision.

HL

by Holly Landis

32 Facial Recognition Statistics to Know in 2023

We once knew facial recognition as futuristic technology only seen in science fiction movies. But now, from our smartphones to traffic lights, facial recognition plays a significant part of our daily lives.

MC

by Mara Calvello

2021 Trends in Synthetic Data Generation and Detection

This post is part of G2's 2021 digital trends series. Read more about G2’s perspective on digital transformation trends in an introduction from Michael Fauscette, G2's chief research officer and Tom Pringle, VP, market research, and additional coverage on trends identified by G2’s analysts.

MM

by Matthew Miller

True Data Protection Demands More Than Just Regulation

I’ll let you in on a (poorly kept) secret: The use of advanced analytics and other AI-powered capabilities that help users manage and interrogate data isn't new. The practice has been around far longer than the current bubble of hype surrounding AI has been inflating.

TP

by Tom Pringle