#beginners

Articles tagged with #beginners

Create a chatbot Intent Classifier based on fine-tuned GPT3
Intent classification is a pivotal process in natural language processing (NLP) where an AI system identifies the purpose or intention behind a user's input. This task involves analyzing a user's message and categorizing it into predefined intents, s...
Jun 10, 20242 min read53
Bicycle helmet detection using YOLOv8 and OpenCV
Combine and fine-tune YOLO models to detect if cyclists are wearing a helmet or not. Github Project I created and presented this project to complete my 120-hour Deep Learning bootcamp in April 2024. I then spent some more time improving it until I ge...
May 6, 202412 min read283
Training a CNN on Rock-Paper-Scissors images using Keras and OpenCV
My attempt at the Rock-Paper-Scissors classification problem. Project Demo Project Repo This project is available on my github: RockPaperScissorsCNN Datasets I used the following 3 datasets to train the CNN from scratch: DRGFREEMAN - Edited to rem...
Mar 6, 20241 min read58
My running map using python and folium
A map of race events I took part in, with gpx traces and pop-up race information, entirely generated from a google spreadsheet.
Sep 7, 20236 min read74
Draw and email your Secret Santas using Python and SendGrid
Project on GitHub here. It's that time of the year, AGAIN! It's been a fast one, but I do feel like I learned a lot, on my holy quest to become a rock-star programmer. That say, I would like to finish the year on a fun simple project. So when my mom ...
Dec 14, 20217 min read111
A python regex to validate roman numerals
The power of regular expressions: How a single line of code can unveil roman numerals... Caesar would have clicked that Like button!
Oct 8, 20214 min read396