DIGI SPIRITS

Computer Vision & Human
Computer Interaction (HCI)

Design Services We Offer

Real-Time Gesture Recognition for AR/VR Interfaces using Lightweight CNNs

Hand gesture system for AR/VR input. Built with Python, OpenCV, MediaPipe, TensorFlow Lite.

Driver Safety System: Multimodal Detection of Drowsiness and Distraction

Detects drowsiness and distractions to prevent accidents. Uses Python, OpenCV, CNN (Keras), and Arduino sensors.

Low-Light Image Enhancement for Night-Time Surveillance using GANs

Interactive tool explaining AI decisions with visual
dashboards. Uses Python, SHAP, LIME, and Streamlit.

Emotion-Adaptive Virtual Avatars using Facial Expression Recognition

Avatars mirror user emotions via real-time face recognition. Uses Python, OpenCV, PyTorch CNNs, Unity/WebGL.

AI-Powered Sign Language Translator with Real-Time Speech Synthesis

Converts sign gestures to text and speech in real time. Implemented with Python, OpenCV, PyTorch (LSTM/Transformer), eSpeak TTS.

Augmented Reality Classroom Assistant for Interactive Learning

 Projects interactive 3D models during lectures for better learning. Developed using Unity3D, ARKit/ARCore SDKs,
and C#/Java.