Engineering a Two-Model Computer Vision Solution for Car Damage Detection
Building a two-model computer vision solution for car damage detection tasks and comparing instance vs semantic segmentation algorithms.
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Blog
Here you'll find everything you want to learn about Machine Learning and Data Science and how they solve business problems.
Alexander Barinov
- Feb 22
- 11 min
Computer Vision Technology in Various Industries: Why It Matters, Use Cases - Intelliarts
Dealing with loads of routine business tasks is resource-consuming. Computer vision is what can streamline operations in numerous ways.
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Alexander Barinov
- Dec 13, 2022
- 9 min
Advantages of Using Machine Learning: Risk Assessment
Machine Learning risk assessment allows insurance companies to analyze more data and gain better accuracy. Read the article to learn details
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Oleksandr Stefanovskyi
- Sep 8, 2022
- 8 min
How to Get Started with Smart Factory
Smart factory approach merges physical manufacturing with digital technologies. Find out how to transform your company into a smart factory.
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Alexander Barinov
- Aug 24, 2022
- 7 min
How We’ve Built an End-to-End Big Data Pipeline
Read how Intelliarts has built an end-to-end data pipeline, with efficient and scalable data collection, storage, processing, and delivery.
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Oleksandr Stefanovskyi
- Jun 29, 2022
- 10 min
The Definitive Guide to Machine Learning in Insurance
Get to know how machine learning can help you solve your business challenges across the insurance value chain.
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Alexander Barinov
- May 18, 2022
- 7 min
Using Machine Learning to Increase Underwriting Efficiency
Learn how machine learning can help underwriters assess risks better and reach more accurate premiums for each policy.
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Yurii Laba
- May 4, 2022
- 10 min
Increasing Cold Calling Success Rate: Insurtech Case Study
Discover alternative ways how to improve your cold calling effectiveness with the help of machine learning.
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Volodymyr Mudryi
- Apr 19, 2022
- 9 min
ML-Based Data Extraction in the Insurance Business
Get your first steps to automated document processing in insurance with the power of an ML-based data extraction solution.
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Oleksandr Stefanovskyi
- Mar 23, 2022
- 8 min
Automated Claims Processing with Machine Learning
How to optimize insurance claims processing with the help of machine learning to streamline settlements and improve customer satisfaction
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Alexander Barinov
- Mar 9, 2022
- 8 min
Customer Churn Prediction using Machine Learning
Learn about customer churn prediction in insurance and how machine learning can help you reduce the churn rate.
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Alexander Barinov
- Feb 9, 2022
- 9 min
The Definitive Guide to Predictive Maintenance in Manufacturing
Predictive Maintenance in manufacturing: its definition, trends, examples, and principles of work
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Alexander Barinov
- Jan 19, 2022
- 11 min
Insurance Fraud Detection using Machine Learning
Today's insurers deal with more cybercrime and sophisticated fraud schemes. Find out how machine learning can empower your fraud detection.
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Oleksandr Stefanovskyi
- Jan 6, 2022
- 8 min
5 Machine Learning Applications in Insurance: Benefits & Real life Examples - Intelliarts
Discover five applications of machine learning in insurance and learn how you can improve operational efficiency in the industry.
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Volodymyr Mudryi
- Dec 14, 2021
- 7 min
How We’ve Won a Hack4Retail Hackathon
Learn about our victory on Hack4Retail – behind the scenes of the hackathon, what the tasks were, and how we solved them.
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Yurii Laba
- Nov 16, 2021
- 8 min
Predictive Maintenance Part 4: Machine Learning Solution for a Hydraulic System
Discover how we helped our client to build a PdM solution for a hydraulic system and reduce maintenance costs.
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Yurii Laba
- Nov 9, 2021
- 9 min
Predictive Maintenance using Deep Learning: How to Solve the Challenges? - Intelliarts
In our third article about modern PdM solutions, we will talk about the opportunities that deep learning offers in this domain.
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![Implementing Object Detection in Business [Case Study]](https://static.wixstatic.com/media/65e54c_b4be1b6c2d04466a9bdc4c8246183a8a~mv2.png/v1/fill/w_305,h_229,fp_0.50_0.50,q_95,enc_auto/65e54c_b4be1b6c2d04466a9bdc4c8246183a8a~mv2.png)
Volodymyr Mudryi
- Nov 2, 2021
- 6 min
Implementing Object Detection in Business [Case Study]
Go deep into solving a business challenge of how to count objects on photos with the help of deep learning.
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Oleksandr Stefanovskyi
- Oct 25, 2021
- 3 min
Machine Learning in Manufacturing
Discover how machine learning can transform your manufacturing business and add to your business value.
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Yurii Laba
- Aug 20, 2021
- 11 min
Predictive Maintenance Part 2: Machine Learning techniques to solve a maintenance problem
We dive deeper into the Predictive Maintenance challenge and suggest the ways ML can help businesses in any industry to solve it.
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