Article

10 Key Sales Forecasting Techniques for 2025

Jul 2, 2025 in Machine Learning

Discover the top 10 sales forecasting techniques for 2025. This guide covers everything from time series to machine learning for ultimate accuracy.

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Article
Making Money with Mediocre AI Models

Aug 15, 2023 in Technical

In the world of AI, it’s easy to assume that only the most accurate models can bring value to your business. However, this is far from the truth. In fact, even mediocre models can be transformed into money-making machines with the right strategies. In this article, we’ll explore three real-life examples of how we turned […]

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Article
Spatial Explanations: Unlocking Insights with Occlusions

Aug 2, 2023 in Machine Learning

Spatial Explanations with Occlusions: In computer vision, businesses must grasp the workings of image models to fully leverage visual data. Our simple method called spatial explanations with occlusions, helps achieve a deeper understanding. By employing spatial occlusions across images, this technique unveils critical areas that significantly influence the model’s predictions.” What to do with these […]

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Article
Empowering Wheelchair Users at VOXPOP’s Demo Day

Jul 28, 2023 in News

Lisbon, Portugal– On July 10th, NILG.AI proudly presented its urban mobility solution, SafeJourney, at VOXPOP Demo Day. The event showcased innovative projects aimed at transforming urban mobility. NILG.AI’s CEO Kelwin Fernandes and Pedro Serrano, data scientist at NILG.AI were present at the event, where they had the opportunity to present SafeJourney, an AI solution to […]

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Article
Making Decisions in AI: Beyond Predictions

Jul 27, 2023 in Opinion

Artificial Intelligence (AI) has become a prominent field, and many organizations are eager to harness its potential. However, there is a crucial aspect that often gets overlooked: the decision-making process. After more than 10 years of working in AI, I firmly believe that instead of focusing solely on predictions, we should prioritize how AI can […]

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Article
The ABCs of Computer Vision Course is now available!

Jul 25, 2023 in News

At NILG.AI, we believe that knowledge is the currency of the 21st century, and our commitment to knowledge sharing drives us to create, acquire, nurture, and facilitate its flow. Today, we are thrilled to announce the launch of our latest free course, The ABCs of Computer Vision – an exciting opportunity to dive into the fascinating […]

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Article
Protect your AI Model from attackers!

Jul 10, 2023 in Technical

Machine learning models can achieve amazing results performing tasks they were designed to. They can also have catastrophic performance if the data we feed the model is not compliant with the data used to train it. This can be exploited as an adversarial attack on our model. Adversarial attacks are a common and growing problem […]

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Article
Empowering AI Innovation

Jun 12, 2023 in News

We are excited to announce that NILG.AI is sponsoring the best poster award at the RecPad conference. This annual event brings together brilliant minds in the field of Pattern Recognition in Portugal to explore the latest advancements and breakthroughs in this exciting domain. RecPad Conference is an exceptional local platform for researchers, professionals, and enthusiasts […]

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Article
The Impact of Large Language Models

May 25, 2023 in Industry Overview

Large Language Models (LLMs) are THE hot topic of the year. If the name Large Language Models sounds unfamiliar to you, I’m pretty sure you’ve heard of ChatGPT, OpenAI, and Bard. People who don’t know how to code have gained access to a tool that allows them to build Proof of Concepts for ideas they’ve […]

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Article
In medio stat virtus? Not always!

Apr 10, 2023 in Technical

The Problem What do you do when the model is underperforming? When the models’ performance does not meet our expectations, we usually spend time searching for the flaws, selecting and analyzing the cases where it failed to understand why it happened. Then, we try to apply more robust solutions, train, test, and repeat. In some […]

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Article
Increasing Efficiency with Active Learning

Mar 3, 2023 in Technical

The problem: Labeling data is boring (and expensive) So there you are. You have collected your data, analyzed it, processed it, and built your sophisticated model architecture. After many hours of training and evaluating, you have come to a very unpleasant conclusion: you need more data. Before you readjust your budget to fit the extra […]

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