Kieran

Interactive Color Filters on Static Image

Students will manipulate color channels of a static image in real-time by pressing specific keys to apply different color filters, including color tints and intensity adjustments. The image will be updated instantly with each key press.

Interactive Edge Detection & Filtering

Explore edge detection techniques (Sobel, Canny, Laplacian) and apply noise reduction filters (Gaussian, Median) interactively. Students will experiment with parameters and observe their effects on real images.

Image Annotation with Shapes and Measurements

This activity involves annotating an image using OpenCV by drawing rectangles and circles to highlight regions of interest, connecting them with a line, and visualizing the image height using bi-directional arrows. Text annotations are added for clarity, making the image informative and visually structured.

AI Movie Recommendation System

Simple Digit Predictor

TIC TAC TOE

Image Manipulation Challenge

Learn how to apply basic image manipulation techniques like rotation, cropping, and brightness adjustments, while also gaining experience with image transformations.

Image Resizer

Create a Python script using OpenCV to resize an image into three predefined sizes, display each resized image, and save it.

Adding Random movie recommendation

Create a movie recommendation system that offers AI-based or random suggestions. Users can select recommendations based on genre, mood, or IMDB rating. Display structured movie details like title, genre, IMDB rating, and sentiment analysis of the overview for a clear and engaging experience.

Enhancing the MNIST Digit Classifier

In this assignment, you will build on the concepts you've learned in class to enhance and further explore the MNIST digit classification model. You will modify and improve the neural network to achieve better performance, implement data augmentation to improve model robustness, and experiment with different activation functions and optimizers. This challenge will help reinforce your understanding of neural networks, data preprocessing, and model evaluation.

Rock paper scissors with AI

Develop a Python-based Rock Paper Scissors game where players compete against an AI opponent employing basic strategies to enhance decision-making and programming skills.

Enhancing the Days Remaining & Age Calculator with Advanced Features

This ACP aims to build upon the basic functionality of a Days Remaining and Age Calculator by incorporating advanced JavaScript date manipulation techniques. Students will apply their knowledge of the JavaScript Date object, including creating, initializing, formatting dates, and calculating differences between dates, to add new features and improve the user interface.