Video surveillance system based on Raspberry Pi 5 with recognition function
200 USD I need an experienced developer to create a video surveillance system using Raspberry Pi 5, Waveshare Pan-Tilt HAT, and a camera module. The system should scan the area, detect motion, recognize faces using Dlib, and activate an alarm or flash an LED for unrecognized faces.
Project Details:
- Hardware Setup: I will assemble the Raspberry Pi 5, Pan-Tilt HAT, and camera. SSH access will be provided for remote development.
- Goals:
- Control panning and tilting to scan a specified angle (e.g., 90 degrees).
- Detect motion using OpenCV.
- Recognize faces using Dlib and compare with a database of known faces.
- Activate an alarm and flash an LED for unrecognized faces, centering the camera on each face in turn if multiple faces are detected.
Responsibilities:
Software Installation:
- Install and configure OpenCV for motion detection.
- Set up Dlib for face recognition.
- Install drivers for Waveshare Pan-Tilt HAT.
System Development:
- Implement panning and tilting control and integrate with motion detection.
- Develop logic for face recognition and alarm/LED activation.
Remote Testing:
- Test and debug remotely via SSH, ensuring full functionality.
- Provide detailed feedback and documentation.
Documentation:
- Document all commands, settings, and code for future reproduction.
Requirements:
- Experience with Raspberry Pi, Python, OpenCV, and Dlib.
- Experience with remote development via SSH.
- Ability to clearly document work.
Timeline and Budget:
- Please specify the estimated timeline and budget.
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