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Featured Blog
4 minute read
Global Impact Partnerships Enable Enterprise Machine Learning Projects
The partnership has provided data annotation jobs for Kenyan workers, while...
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Training Data
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Trade Shows
4 minute read
Global Impact Partnerships Enable Enterprise Machine Learning Projects
The partnership has provided data annotation jobs for Kenyan workers, while...
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3 minute read
Product Update: Enhanced Image Annotation Tools Including SmartPoly One-Click Segmentation
This product update features enhanced image annotation capabilities and a n...
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4 minute read
The Keypoint: Issue 3
Alegion Newsletter - The Keypoint : Issue #3
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1 minute read
Choosing a data labeling partner
In this guide, we walk you through the steps & provide a checklist with all...
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2 minute read
Online Learning Techniques: An Overview
Video object detection has several unique challenges. One of the main probl...
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1 minute read
Alegion Names Jeff Henry as Chief Revenue Officer
Alegion adds Chief Revenue Officer Jeff Henry to drive ongoing growth in le...
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1 minute read
In Defense of Humans - the Fact vs. Fiction of Labeling Automation
The capabilities of ML and AI platforms are constantly evolving, and we spe...
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1 minute read
Better Quantifying The Performance Of Object Detection In Video
Video object detection has several unique challenges. One of the main probl...
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1 minute read
Single Object Tracking Using The Siamese Family Of Trackers
One of the most challenging tasks in computer vision? Accurate object track...
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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...
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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 ...
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1 minute read
Responsible AI: How to Mitigate Bias in Your Training Data
The more we use AI to power and automate crucial parts of our daily lives, ...
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1 minute read
Alegion Teams with Malaysian Government Agency to Expand ML Workforce Opportunities
Alegion and Malaysian government agency Yayasan Peneraju collaborate to tra...
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3 minute read
Welcome to The Keypoint
Welcome to The Keypoint - a newsletter from Alegion updating our customers ...
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1 minute read
Investment Banking Veteran and Software Market Strategist Jonathan Price Joins Alegion’s Board of Directors
Investment Banking Veteran and Software Market Strategist Jonathan Price Jo...
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1 minute read
Calling All Data Scientists - Survey for Alegion 2021 State of the Industry
Each year, Alegion releases our analysis of the AI / ML space. We call upon...
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2 minute read
Dr. Carla Brodley Joins Alegion’s Board of Directors
Renowned Machine Learning Researcher and Inclusive Computing Leader Dr. Car...
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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...
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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...
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1 minute read
Active Learning: What it is & How Alegion Does it
Active learning is a method used in machine learning that helps focus data ...
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1 minute read
Part 3: Building a Video Annotation Platform
With the rise of video, Alegion has become the top vendor for video annotat...
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1 minute read
Part 2: Building a Video Annotation Platform
With the rise of video, Alegion has become the top vendor for video annotat...
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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...
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2 minute read
Alegion Closes Record Year Naming New Executives to Key Leadership Roles
Alegion Inc., a leading training data provider, closes record year naming n...
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1 minute read
Designing for Video Annotation
Alegion opens up its powerful data labeling platform for self-serve use wit...
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1 minute read
Alegion Control - The New Self Serve Data Labeling Platform
Alegion opens up its powerful data labeling platform for self-serve use wit...
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2 minute read
Alegion Welcomes A New CEO!
Alegion Inc., a leading training data provider, announces David Mather, a t...
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2 minute read
Entity Groups - Purpose-Built Annotation Tooling
Entity Groups organizes all of the items to be annotated for a particular t...
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2 minute read
Alegion Launches ML-assisted Annotation for high-definition, long-running video footage
Alegion Launches ML-assisted Annotation for high-definition, long-running v...
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11 minute read
Managing Incident Response Like A Pro
Learn about our incident response best practices collected and implemented ...
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1 minute read
CV Case Study: Complex Video Annotation For Loss Prevention
Learn how Alegion helps companies leverage high-precision video annotation ...
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2 minute read
Data Labeling for AI & ML Experimentation
This post shows how more experiments & smaller volumes of data help high-pe...
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2 minute read
SmartPoly - Empowering Annotators with ML
SmartPoly takes the extreme points of an object in image or video as input ...
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1 minute read
How ML Improves Quality
Balancing ML innovations and human expertise to deliver the highest quality
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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...
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1 minute read
A Platform Built for Quality
This short guide shows how Alegion's Platform can improve your data labelin...
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1 minute read
ML Experimentation - Fail Fast, Learn Faster
In this episode, Saurabh and I talk to Alegion’s Chief Data Scientist, Cher...
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1 minute read
Alegion Flex Launch
Alegion Flex is the first ML data labeling solution designed for ML experim...
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1 minute read
How Alegion Guarantees Quality
This white paper shows how Alegion is able to guarantee quality through our...
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1 minute read
CV Case Study: Tracking Attentiveness & Emotion
This case study shows how leveraging high-precision data annotation empower...
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1 minute read
Faster R-CNN: Using Region Proposal Network for Object Detection
This article explores Faster R-CNN & how RPNs, fully convolutional networks...
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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...
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1 minute read
The Expense of Poorly Labeled Data
We take a good data set conducive towards modeling and distort the data in ...
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1 minute read
Cost Of Poorly Labeled Data
Download this complimentary white paper to learn what causes poor quality t...
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1 minute read
Checklist for Choosing a Platform
This short guide and accompanying checklist will help you when choosing the...
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1 minute read
How to Improve Quality
Download this short complimentary guide to improve your data labeling quali...
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1 minute read
NeurIPS 2019 Review - Insider's Guide
In this episode, Alegion’s Chief Data Scientist, Cheryl Martin, and Directo...
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1 minute read
How To Measure Quality Data Labeling
This short guide will walk you through the four core metrics to measure you...
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1 minute read
Data Science for Business
No BiAS is on the Top 10 AI Podcasts & Radio You Must Follow in 2019! Check...
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1 minute read
How To Define Quality Data Labeling
This short guide will help you establish an unambiguous set of rules that d...
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1 minute read
How to Achieve Quality Data Annotation
Alegion's Data Science Team put together a whitepaper on annotation guideli...
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1 minute read
CV & ML - Visual Understanding Beyond Object Recognition
CV is everywhere! From Snapchat filters to YouTube video buffering to medic...
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1 minute read
Alegion ranked #1 place to work
We are excited and honored to be named the #1 place to work among small com...
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2 minute read
New Use Cases & Highlights from ICCV 2019
ICCV is a hotbed of innovative ideas and technology aimed at giving the gif...
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3 minute read
Methods of Video Annotation
Annotated videos hold the future for training computer vision models. Learn...
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2 minute read
Deep Learning for Object Detection Part II
Introduction to a more in depth piece about Fast R-CNN and the innovations ...
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1 minute read
Episode 4: Bias in ML
In this podcast episode, we discuss helpful mathematical bias and examples ...
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3 minute read
5 Key takeaways from Trade show season
Trade show season has begun and these conferences continually demonstrate t...
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2 minute read
Machine Learning for the Enterprise
This emerging world of AI runs on data. Learn how to properly prepare your ...
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1 minute read
Deep Learning for Object Detection Part I
Introducing a new series on state-of-the-art object detection techniques an...
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1 minute read
New Episode: Supervised vs Unsupervised learning
In this episode we break down the strengths and weaknesses of each approach...
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2 minute read
NLP Part II: Understanding the challenges of NLP through Wittgenstein
Philosopher Ludwig Wittgenstein's insights into human communication can hel...
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4 minute read
NLP Part I: Communication is Key
As difficult as it can be to successfully communicate with another person, ...
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1 minute read
Is data the new oil?
In the latest episode of our podcast, No BiaS, Melody, Nikhil, and Saurabh ...
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1 minute read
Just the Cliffnotes - Supervised vs unsupervised learning
New executive summary - “Machine Learning” — Gives “computers the ability t...
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2 minute read
Alegion in WSJ & Forbes!
The Wall Street Journal and Forbes take notice that manually labeling data ...
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1 minute read
Announcing our new podcast - No Bias
Check out out first episode of No Bias, where we discuss the emerging and e...
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2 minute read
Agriculture is deep into machine learning
ML is revolutionizing agriculture. The benefit to growers is faster, more p...
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1 minute read
Survey Says: Outsource Your Data Labeling
Global survey of data scientists shows that organizations that outsource th...
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2 minute read
Supervised vs Unsupervised Learning
What we learned attending 5 AI/ML conferences in June! And a new “how to” ...
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2 minute read
CV: what does it mean to "see"?
Aristotle observed the link between our desire for knowledge and our deligh...
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1 minute read
Survey says: model confidence is built on a lot of training data
New survey reveals a concrete definition of “huge” in reference to 72% rep...
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1 minute read
New survey shows ai and ml are still nascent
Breaking news: A global survey shows AI is still in its infancy and poor da...
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1 minute read
We're in the news!
Dimensional Research has just published a fascinating survey showing that m...
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2 minute read
The Primacy of Flexibility
To address both volume and complexity, a computer vision labeling and annot...
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2 minute read
ODSC East 2019
The AI space is maturing and training data is feeding the growth.
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2 minute read
Data Engineering, Prep, and Labeling for AI 2019 - They’re not wrong
Report delineating the requirements and hurdles of data preparation, as wel...
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4 minute read
What does Alegion do?
What does Alegion do? O'Reilly AI Conference this week. We prepare quality ...
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1 minute read
We are making an impact
The rapid growth in enterprise ML projects has helped us to achieve our imp...
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1 minute read
Moving on up...
We're hiring in all departments. Come join our fast growing team at Alegion...
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1 minute read
The State of AI Expertise
So what is the state of AI expertise? Early stages but growing fast. AI tea...
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1 minute read
Look for us at MLconf in New York
MLconf's New York event is on March 29th this year. It's a great event for ...
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1 minute read
AI in Austin, AI at SxSW
We participated in an AI event during last week’s South by Southwest Confer...
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1 minute read
We've integrated computer vision capabilities into our training data platform
In a press release this morning we announced new computer vision capabiliti...
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1 minute read
A blueprint for preparing your own ML training data
Considering DIY training data? We created a downloadable blueprint that lay...
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3 minute read
The Journey of a Machine Learning (and learning) Project
Alegion partners with clients to create training data for their machine lea...
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1 minute read
This Week in Austin: Machine Learning
The local Austin machine learning community will be busy this week. Machine...
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3 minute read
7 tips to being AI ready
7 tips to being AI ready. We produce quality training data for computer vis...
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2 minute read
The real promise is AI to AI to AI to AI
There are irreplaceable human beings answering the phone line at 911 who ca...
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8 minute read
Interview with Nathaniel Gates, CEO & Co-Founder at Alegion
There’s this prevailing suggestion that AI is only beginning to emerge, but...
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1 minute read
See you at Texas AI Summit
We are excited to be a silver sponsor at Texas AI Summit that brings AI pra...
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4 minute read
What Experts had to say About AI in 2018
Analysts and researchers who have been following the emergence of AI contin...
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2 minute read
Lunch and Label Survival Guide
Lunch and Label is a popular tactic among the Training Data DIYers. Data Sc...
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4 minute read
Artificial Intelligence 2018 - A Year in Review
2018 saw stories in a huge cross section of publications. Technology standa...
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2 minute read
Security-in-the-Loop
“Human-in-the-loop” is an increasingly popular way of describing the applic...
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1 minute read
Measurement bias
If the images your algorithm is learning from were shot with a lens with a ...
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2 minute read
The Agile AI Way - part 2
Much like with traditional software development, as AI and ML initiatives t...
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2 minute read
Prejudicial Bias
Prejudicial bias is probably what most people think of when they hear the w...
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1 minute read
The Agile AI Way - part 1
In waterfall these interdependencies aren’t fully explored until the penult...
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2 minute read
Sample Bias
With sample bias in machine learning in computer vision, natural language p...
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1 minute read
Algorithm bias
Bias is generally coupled with variance, another algorithm property. Bias a...
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1 minute read
AI Bias: Where it comes from and what to do about it
We’re going to dedicate a series of posts in this blog to the topic of bias...
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2 minute read
TRICK OR TREAT!
In honor of Halloween we're demystifying three really scary things that hap...
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3 minute read
We've just announced the Alegion Training Data Platform
We've just released significant enhancements to the Alegion Training Data P...
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1 minute read
Finding the ‘Right’ Data to Train your AI Is Getting Easier
Finding the ‘Right’ Data to Train your AI Is Getting Easier
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1 minute read
Gartner: Artificial Intelligence Demands That CIOs Foster a Data-Literate Society
Gartner: Artificial Intelligence Demands That CIOs Foster a Data-Literate S...
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1 minute read
Consider the Meaning of Deep Learning Before Beginning a Project
Consider the Meaning of Deep Learning Before Beginning a Project
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1 minute read
Define the Problem then Create the Solution
Define the Problem then Create the Solution
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1 minute read
How Artificial Intelligence Is Edging Its Way into Our Lives
How Artificial Intelligence Is Edging Its Way into Our Lives
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1 minute read
Venture Capital Firms Use Artificial Intelligence to Sift Through Investment Opportunities
Venture Capital Firms Use Artificial Intelligence to Sift Through Investmen...
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1 minute read
Google’s Appetite for Growth in AI Is Revealed in Its Looming Battle with Amazon
Google’s Appetite for Growth in AI Is Revealed in Its Looming Battle with A...
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1 minute read
Sophisticated Training Data Leads to AI Program that Spots Wildlife Poachers
Sophisticated Training Data Leads to AI Program that Spots Wildlife Poacher...
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1 minute read
Study Suggests The Better the Data, the Better the AI
Study Suggests The Better the Data, the Better the AI
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1 minute read
Irish Tech News Interviews Alegion CEO Nathaniel Gates about Company’s Success
Irish Tech News Interviews Alegion CEO Nathaniel Gates about Company’s Succ...
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1 minute read
Alegion CEO Nathaniel Gates Invited to Speak at AI Conference
Alegion CEO Nathaniel Gates Invited to Speak at AI Conference
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2 minute read
The AI Movement Will Create Jobs, Not Kill Them
The AI Movement Will Create Jobs, Not Kill Them
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1 minute read
German Newspaper Highlights Alegion for Work with Crowd
German Newspaper Highlights Alegion for Work with Crowd
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1 minute read
Huffington Post Highlights Alegion
Huffington Post Highlights Alegion
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1 minute read
Alegion in Businessweek Magazine Feature on the Future of AI
Alegion in Businessweek Magazine Feature on the Future of AI
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1 minute read
Navidar Singles Out Alegion in Report on Developments in AI and Machine Learning
Navidar Singles Out Alegion in Report on Developments in AI and Machine Lea...
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1 minute read
AI Trends Features Alegion
AI Trends Features Alegion
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1 minute read
The Marketing Artificial Intelligence Institute Singles Out Alegion
The Marketing Artificial Intelligence Institute Singles Out Alegion
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1 minute read
Market Watch Announces Alegion’s Acceleration Plan
Market Watch Announces Alegion’s Acceleration Plan
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1 minute read
Seeking Alpha Features Alegion’s Unique Position in AI Field
Seeking Alpha Features Alegion’s Unique Position in AI Field
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1 minute read
Yahoo! Finance Features Alegion CEO
Yahoo! Finance Features Alegion CEO
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1 minute read
Austin startup Alegion brings in $3.6 million to ramp up AI initiatives
Austin startup Alegion brings in $3.6 million to ramp up AI initiatives
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1 minute read
ABJ Features Alegion’s New Jobs, New Focus
ABJ notes that “CEO Nathaniel Gates expects Alegion's headcount to nearly d...
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1 minute read
Artificial Intelligence Startup Alegion Raises $3.6 Million
Artificial Intelligence Startup Alegion Raises $3.6 Million
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1 minute read
Alegion Featured in Real-Time Insights
Alegion Featured in Real-Time Insights
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1 minute read
First Blog Post
First Blog Post
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