University & College Projects

Wearable smart glasses using Raspberry Pi + camera that describe the environment in real time using object detection and text-to-speech. Helps visually impaired people navigate safely.

GPS-guided agriculture drone with automated field coverage path planning, precision spraying control and ultrasonic obstacle avoidance. Built on ArduPilot with custom firmware.

Real-time facial landmark detection using OpenCV + dlib to measure Eye Aspect Ratio (EAR). Triggers an audio alarm in the car when drowsiness is detected. Works with any USB webcam.

YOLOv8-based model trained on dashcam footage to detect potholes with GPS tagging. Builds a heatmap of road quality and sends reports to a web dashboard.

Train and deploy YOLOv8/v11 models on any custom dataset — industrial inspection, security cameras, medical imaging, inventory counting, and more.

Custom pipelines for image enhancement, background removal, video segmentation, motion tracking, automated ML dataset annotation, and real-time stream processing.

ESP32/RPi-based home automation system with relay control for appliances, DHT sensors for climate, and a custom mobile app or web dashboard.

MediaPipe hand landmark detection to control computers, robots, or any system using hand gestures captured by a simple webcam — no special hardware needed.

Automated attendance system using face recognition. Marks present/absent, exports reports to Excel, and supports multiple classrooms via Raspberry Pi camera.