Pangeanic Blog


The Creation of Custom Data Sets to Meet Customer Needs: A BSC Project

Rapidly advancing technology and the growing need for accurate and efficient data analysis have led organizations to seek customized data sets tailored to their specific needs. 

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Exploring the Differences Between Human Translation and Machine Translation

The technological advances that have occurred over the course of the last few decades have made it possible to optimize and streamline the work of human translators. One of these advances is machine translation (MT).

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Synthetic Data vs Anonymized Data

What is synthetic data? 

Synthetic data is data that has been artificially generated from a model trained to reproduce the characteristics and structure of the original data. The goal is for the synthetic data to be sufficiently similar to the...

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What Is Deep Learning and How Does It Improve Machine Translation?

The arrival of deep learning poses a particularly optimistic conundrum in the development of Artificial Intelligence: what if machines were capable of learning on their own, in the same way that we humans do?

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Why Data Masking Is So Important for Data Privacy

Data masking is essential to ensure the privacy of sensitive data. By eliminating sensitive information or replacing it with fictitious or altered data, its exposure is reduced and the privacy of the individuals or entities involved is protected....

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What Is Meta-Learning in Machine Learning and How Does It Work?

Conventional AI-based models aim to solve a given task from scratch by training and using a fine-tuned learning algorithm. But meta-learning seeks to improve that same learning algorithm, through various learning methods.

Thus, meta-learning is a...

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Tips for Creating Accurate and Useful Image Data Sets

Computer vision data sets are essential for training machine learning models to detect objects, faces, and other visual features. However, it can be difficult to know what to annotate and how to do it correctly.

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Speech and Video Data Masking for Law Enforcement

Speech and video data masking is a technology developed to protect the privacy of individuals in video and audio recordings. This can be useful for law enforcement agencies that need to collect, share or release evidence but do not want to release...

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The Importance and Challenges of AI Text-to-Speech

What does converting text to speech consist of?

Text-to-speech (TTS) technology transforms written text into audio format with a human-like voice. It is based on natural language processing and machine learning algorithms, and can be used on a wide...

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Beyond ChatGPT: The Future of Large Language Models and AI

On March 22, 2023, we attended SlatorCon Remote, an online event where language industry experts and leaders come together to discuss this fascinating industry that is in constant growth. Among the hot topics are new emerging markets and how...

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