AI & ML Technology Updates

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8 minute read

Tips for Using Alegion Control as a Self-Managed Video Annotation Service

Tutorials and project features giving you a behind the scenes look at the t...
3 minute read

Pixel Tolerance vs. IOU - Which One Should You Use for Quality Training Data?

The purpose of data annotation for computer vision is to teach a model how ...
1 minute read

A Step-by-Step Guide to Quality Training Data for Computer Vision

Alegion specializes in high-quality training data for computer vision. In t...
1 minute read

How Alegion Stacks Up Against the VA Competition

How will you know if you have the best video annotation solution on the mar...
1 minute read

Part 3: Building a Video Annotation Platform

With the rise of video, Alegion has become the top vendor for video annotat...
1 minute read

Part 2: Building a Video Annotation Platform

With the rise of video, Alegion has become the top vendor for video annotat...
1 minute read

Part 1: Building a Video Annotation Platform by Chip Ray, CTO

Over the past year, Alegion has taken on the challenge of building the best...
2 minute read

Entity Groups - Purpose-Built Annotation Tooling

Entity Groups organizes all of the items to be annotated for a particular t...
2 minute read

SmartPoly - Empowering Annotators with ML

SmartPoly takes the extreme points of an object in image or video as input ...
1 minute read

CV Case Study: Subjective Scene Classification for Improved Search Experience

This CV case study shows how Alegion built a scalable data labeling pipelin...
1 minute read

CV Case Study: Tracking Attentiveness & Emotion

This case study shows how leveraging high-precision data annotation empower...
1 minute read

Faster R-CNN: Using Region Proposal Network for Object Detection

This article explores Faster R-CNN & how RPNs, fully convolutional networks...
1 minute read

Ai & ML in the 2010s - From Science Fiction to Reality

The 2010s was the decade that “machine intelligence” made the leap from sci...
1 minute read

How To Define Quality Data Labeling

This short guide will help you establish an unambiguous set of rules that d...
1 minute read

CV & ML - Visual Understanding Beyond Object Recognition

CV is everywhere! From Snapchat filters to YouTube video buffering to medic...
2 minute read

New Use Cases & Highlights from ICCV 2019

ICCV is a hotbed of innovative ideas and technology aimed at giving the gif...
3 minute read

Methods of Video Annotation

Annotated videos hold the future for training computer vision models. Learn...
2 minute read

Deep Learning for Object Detection Part II

Introduction to a more in depth piece about Fast R-CNN and the innovations ...