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Overview of explainable AI methods in NLP

Overview of explainable AI methods in NLP

March 29, 2022/in Artificial Intelligence /by Kamil Pluciński

In recent years, we have seen rapid development in the field of artificial intelligence, which has led to increased interest in areas that have not often been previously addressed. As AI becomes more and more advanced, beyond model effectiveness, experts are being challenged to understand and retrace how the algorithms came up with their results, and how the models are reasoning and why [Samek and Muller, 2019].

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AI challenges in retail and manufacturing

AI challenges in retail and manufacturing

February 2, 2022/in Artificial Intelligence /by deepsense.ai

We discuss the main challenges of AI implementations in retail and manufacturing with Ireneusz Prus, Director of Data Monetization at Maspex Group.

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Five questions to answer before hiring an AI vendor

Five questions to answer before hiring an AI vendor

January 17, 2022/in Artificial Intelligence /by deepsense.ai

AI projects requires building interdisciplinary teams – both from business and technology. Executing the process successfully is quite a challenge and hiring and AI vendor may be an effective solution.

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deepsense.ai for MIT Sloan Management Review about AI in service of balanced growth

November 26, 2021/in Artificial Intelligence /by deepsense.ai

Read deepsense.ai’s article for MIT Sloan Management Review about artificial intelligence as a powerful tool for a circular economy and more sustainable development.

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Computer vision in Smart Factories

Computer vision in smart factories

September 28, 2021/in Computer vision /by deepsense.ai

Computer vision is a foundational element of smart factory solutions. At deepsense.ai we have created diverse AI-driven, automated computer vision-based solutions that undertake the most demanding challenges in many different production lines.

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Generating images from text using evolutionary algorithms and CLIP

Generating images from text using evolutionary algorithms and CLIP

September 13, 2021/in Computer vision /by Maciej Domagała

Generating images from text has been a subject of rapid development as it might provide significant enhancements for the solutions across various domains. This text describes a complete framework that allows text-to-image conversion by combining several machine learning solutions.

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https://deepsense.ai/wp-content/uploads/2021/09/Generating-images-from-text-using-evolutionary-algorithms-and-CLIP.jpeg 337 1140 Maciej Domagała https://deepsense.ai/wp-content/uploads/2019/04/DS_logo_color.svg Maciej Domagała2021-09-13 18:33:042021-09-13 19:19:36Generating images from text using evolutionary algorithms and CLIP
Elasticsearch's DevOps head start.

Elasticsearch’s DevOps head start. Part 1. Operating system.

August 25, 2021/in Elasticsearch /by Karol Bartnik

This post discusses choices DevOps faces in a fresh project, which can take advantage of the newest version of Elasticsearch (7.14) and how to grow such a cluster from PoC up to a fully fledged production cluster.

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Logo detection in sports sponsorship

Logo detection in sports sponsorship

August 3, 2021/in Machine learning /by Michał Tadeusiak and Krzysztof Dziedzic

With machine learning-powered tools, brands can evaluate a campaign’s ROI by analyzing video coverage of sponsored events. Thanks to computer vision solutions, it is possible to precisely determine the time and place a brand was positioned during a sporting event.

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https://deepsense.ai/wp-content/uploads/2021/08/Logo-detection-in-sports-sponsorship.jpeg 337 1140 Michał Tadeusiak https://deepsense.ai/wp-content/uploads/2019/04/DS_logo_color.svg Michał Tadeusiak2021-08-03 11:05:582021-08-10 13:58:49Logo detection in sports sponsorship
deepsense.ai for AI Trends about successful enterprise AI implementation

deepsense.ai for AI Trends about successful enterprise AI implementation

July 12, 2021/in Artificial Intelligence /by deepsense.ai

Read deepsense.ai’s article for AI Trends about leveraging the full potential of enterprise AI.

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deepsense.ai for MIT Sloan Management Review about AI in platform businesses

June 22, 2021/in Artificial Intelligence /by deepsense.ai

Read deepsense.ai’s article for MIT Sloan Management Review about artificial intelligence as the key to building customer loyalty in platform businesses.

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