This project presents the development of a Gesture-Based Patient Assistance System utilizing Python and Machine Learning (ML) techniques to enable non-verbal communication through hand gestures.
The system is designed to recognize specific hand gestures made by the patient and translate them into predefined commands or messages, which are then displayed or conveyed to a nurse or caregiver.
The main objective is to provide a cost-effective, contactless, and userfriendly solution that improves patient autonomy and reduces response time in healthcare settings. The system is particularly beneficial in intensive care units (ICUs), elder care, and situations involving speech-impaired or paralyzed individuals
The primary purpose of the Gesture-Based Patient Assistance System is to bridge the critical communication gap experienced by non-verbal patients, thereby significantly enhancing their autonomy, comfort, and the overall quality of care they receive. This project is driven by the recognition that the inability to verbally communicate can lead to profound psychological distress, unmet needs, and potential compromises in medical treatment.
Just paste this command in Your Cmd prompt and let it instal the modules it want
pip install opencv-python mediapipe pyttsx3
If you're using a virtual environment or want to ensure compatibility, you can run:
python -m pip install --upgrade pip pip install opencv-python mediapipe pyttsx3
Hardware Requirements
• Graphics Processing Unit (GPU): Any Graphical Processing Unit can be Compactabile.
• CPU: An Intel Core i3 (or equivalent AMD processor) or higher is recommended to handle real-time video processing and machine learning inference. A multi-core processor will enhance performance.
• Memory (RAM): Minimum Recommend is 8GB
• Storage: Minimum 200MB is Enough.
• Webcam or HD Camera:
To capture real-time video of patient hand gestures with sufficient clarity for accurate recognition
Software Requirements
• Operating System:
Windows 10/11 or Linux (Ubuntu recommended for Python compatibility)
• Python 3.3.1+
• OpenCV
• MediaPipe
• Python Librarie
I hope it helps you out
Neeraj Kumar...