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Computer Vision

TrailCam System for Precision Monitoring

Overview

The Renesas QCIOT TrailCam System is a state-of-the-art imaging solution designed for precise motion detection and intelligent monitoring. Built around the RZV2L processor, the TrailCam utilizes advanced AI capabilities to deliver fast and accurate image processing without requiring internet connectivity.

Equipped with RA2E1 FPB, an infrared (PIR) motion sensor, RZboard and optimized for field deployment, the TrailCam operates as a standalone solution, making it ideal for applications like wildlife observation, security, and remote monitoring. Its robust design ensures reliability in diverse environments, while the LiveBench evaluation platform provides a seamless way to test and validate the system’s performance.

 

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Capabilities

  1. Real-Time Image Capture and Monitoring:
    Users can evaluate the TrailCam’s response time and accuracy in capturing images upon PIR sensor activation.
  2. AI Accuracy Testing:
    Assess the system’s ability to classify and process captured images with its onboard AI accelerator.
  3. Dynamic Video Playback:
    Evaluate the TrailCam’s performance in handling moving frames via real-time video streaming.
  4. Power Cycling and Error Handling: Evaluate the system’s ability to handle resets and recover from errors seamlessly, ensuring reliability in real-world deployments.
  5. Assist Me and Documentation Access: Provides step-by-step guidance and access to manuals for smooth system operation.
  6. Comprehensive System Diagnostics:
    Analyze logs and metrics provided by the CLI and LiveBench interface for deeper insights into system reliability.

Features

  • PIR-Based Triggering: Captures motion-activated images and logs the detection event in real-time.
  • Output Window Insights: Displays captured images, AI classifications, and observations.
  • CLI Data Capture: Logs raw serial data for deeper analysis & investigate the confidence score of the AI inference.
  • Performance Metrics Tracking: Displays boot and inference times to evaluate hardware efficiency.
  • Standalone Operation: Renesas TrailCam System is designed to function entirely offline, without reliance on internet or Wi-Fi connectivity.
Resources

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