Convolutional Neural Network for Multicategory Vehicle Classification
Developed and deployed a CNN model to classify vehicles into 5 categories for cashless toll gate payment through computer vision. Leveraged COCO dataset with real-time identification via Streamlit.
Body Size Measurement — Automated Apparel System
Computer vision web platform that automates body measurements from live or uploaded images using MediaPipe BlazePose. Achieved 95% accuracy within ±2cm across 20 subjects, with virtual try-on output.
Xacto: Dry Ingredient Measuring Dispenser
IoT hardware device for precise dry ingredient measurement up to 1kg using a load cell sensor, stepper motor dispensing mechanism, tare function, and LCD display.
Hand Gesture–Controlled Pick-and-Place Two-Wheeled Robot Car
Developed a gesture-based control system for a two-wheeled robotic car enabling wireless navigation and object pick-and-place using real-time hand movement recognition. Integrated sensors and microcontroller logic to achieve precise motion control and efficient object handling for automation applications.