Bridging the Gap: How AI Translates Sign Language into Speech

Exploring how AI-powered models transform sign language into natural-sounding spoken words At Cmotions, we enjoy leveraging AI to solve business or societal challenges. One of the challenges we set out to address is communication accessibility for individuals who rely on sign language. What if AI could bridge the gap between sign language and spoken language, making […]

Fine-Tuning a Video Classification Model for Hand Sign Recognition in Python

Data Science is an ever-evolving field, and we at Cmotions are always ready to evolve with it. Each year, we select a project that pushes our boundaries—preferably by exploring a new skill, addressing a relevant societal issue, and simply engaging in a fun team challenge. This year, we set out to tackle AI video models, […]

Opening the Black Box of Machine Learning Models SHAP vs LIME for model explanation
Get an overview of all Gitlab members using Python 

At the moment of writing this, it has been a long-lasting desire for Gitlab users to be able to see all members to any project within a group at a single glance or press of a button. It was also something I was looking for myself, since we use Gitlab as a company and therefore […]

Equal opportunities in AI: an example
Reinforcement Learning in Python to play Snake
Building a Beatles lyrics generator

In 1964, the Beatles released their iconic song “I Want to Hold Your Hand”. Since then, the Fab Four have become one of the most influential bands in music history. Now, fifty years later, you can generate your own Beatles lyrics using AI. In recent years, artificial intelligence (AI) has made significant advances in the […]

Forecasting Dutch marriages after Covid-19

In this blog we use timeseries analyses to model the trend in Dutch marriages and extrapolate this to the first two Covid-19 years (2020 and 2021). Doing so we are able to shed some light on the expected amount of marriages postponed, and what might be ahead of us in 2022, of course dependent on local restrictions next year. We use public available data provided by Statistics Netherlands on the number of marriages in past years.

Can machine learning assess the readability of texts?

For our latest Project Friday, we entered the CommonLit Readability competition on Kaggle. We learned a lot from working together on this cool NLP task. Stay tuned to see where this led us.