Deep Learning - Computer Vision
After being able to make the computer recognize the alphabet of sign language, here is a model to recognize 6 words of that language. Unlike the previous project here I used images taken and labeled by myself.
Sign language recognition (alphabet)
I created an Artificial Intelligence that can recognize its letters (American Sign Language ASL). I think if we worked together to help the most struggling people we could create a more inclusive world.
There you have my #centroid and that of people who don't exist. This kind of algorithm could be used to calculate the distance between two people so as to keep anti COVID precautions (which has been done in countries like China). P.S. I hope it won't be needed anymore 😉
In this notebook I use openCV and the Media Pipe algorithm to track landmarks. While simply logic was used to calculate the number of repetitions. P.S. obviously its function can be extended to any other type of exercise 😁
Data Science projects
We analyze the students' social status: what do they do, are they in a relationship, are their parents separated or not, how big is their house? And based on these and other social values, we predict their final grade.
Thanks to datasets on California home prices, we can predict the selling price of a single home based on some of its characteristics (proximity to the sea, rooms, etc.) and the price of the home itself.
In this project I seek to analyze and find racial bias in the American police. As you can see from the project you will discover some pretty interesting things.
This is my first project on Python code. In this project, the code's job is to reorganize file types into various subfolders and, if they don't exist, create them for the correct file extension.