Coding Projects by Soumalya Das
Gesture-Controlled Scrolling System Using Hand Gestures
In this assignment, you will build a real-time gesture control system that allows you to scroll up and down using hand gestures. Using MediaPipe for hand tracking, PyAutoGUI for controlling scrolling, and OpenCV for real-time image processing, you will create an interactive gesture-based controller that tracks your hand movements and scrolls based on specific gestures (open palm for scroll up, closed fist for scroll down).
Implementing Gesture-Based Volume and Brightness Control
In this assignment, you will extend your understanding of gesture control by building a system that adjusts your computer’s volume and screen brightness using hand gestures. By calculating the distance between the thumb and index finger, you will control the volume and brightness of your device in real-time, providing interactive feedback on the screen.
Building a Gesture-Controlled Photo App with Real-Time Filters
In this assignment, you will enhance your gesture-controlled photo app by experimenting with different hand gestures to capture images and apply dynamic filters (grayscale, sepia, negative, blur). You will implement the logic to switch between different filters based on hand gestures, such as thumb touching the index finger for photo capture and thumb touching any other finger for changing filters.
Implementing Gesture Control with OpenCV
In this assignment, you will extend your knowledge of gesture control by building a simple real-time gesture interaction system. Using OpenCV, you will track hand gestures using color filtering and contour detection techniques. You will experiment with capturing specific gestures and triggering interactive actions based on those gestures, such as moving shapes or drawing lines.
Enhancing Your Image Processing with Color Filters and Edge Detection
In this assignment, you will continue experimenting with the image processing techniques covered in the lesson, focusing on applying color filters and performing edge detection on images. You will dynamically toggle between filters and edge detection methods using keyboard input and observe the effects on real-time image processing.
Image Manipulation Challenge
In this project, you will apply fundamental image manipulation techniques, including rotation, cropping, and brightness adjustments, using OpenCV. This project will deepen their understanding of how these operations work and how they affect images in the context of computer vision and AI applications.