Petal AI & ML Motion Detect Image Capture

The Petal AI & ML Motion Detection with Image Capture system combines real-time motion tracking and AI-powered object detection to identify and capture relevant events with precision. By analyzing changes in consecutive video frames, the system detects motion and uses pre-trained models like YOLO or MobileNet to classify the cause, minimizing false positives such as shadows or noise. Once a significant motion event is recognized, the system captures an image, saves it locally or uploads it to cloud storage for backup. Key components include high-definition cameras, edge computing devices like Raspberry Pi or Jetson Nano, and software tools such as OpenCV and Python for seamless integration and automation