DESCRIPTION
Motion detection AI refers to the use of artificial intelligence algorithms to detect and analyze motion in video or image data. This technology is used in a variety of applications, including security and surveillance, sports analysis, and wildlife monitoring. Motion detection AI can be used to track the movement of objects or people, identify unusual or suspicious behavior, and trigger alerts or actions based on predefined rules.
Motion detection AI can be achieved through a variety of techniques, including background subtraction, optical flow, and deep learning-based approaches. These techniques can be used to analyze video data in real-time to detect motion and track objects as they move through the scene.
One of the key advantages of using AI for motion detection is its ability to learn and adapt to changing environments. For example, an AI-based motion detection system can be trained to recognize specific types of motion or behavior, such as a person falling or an object being removed from a scene. This allows the system to accurately detect and respond to events that may be difficult for traditional motion detection techniques to identify.
Overall, motion detection AI is a powerful tool that can be used to enhance security, improve safety, and provide valuable insights into the movement of objects and people in a wide range of applications.
DEPENDANT LIBRARIES
opencv-pythonby opencv
Automated CI toolchain to produce precompiled opencv-python, opencv-python-headless, opencv-contrib-python and opencv-contrib-python-headless packages.
opencv-pythonby opencv
Shell 3491 Version:72 License: Permissive (MIT)
pytorchby pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
pytorchby pytorch
Python 67874 Version:v2.0.1 License: Others (Non-SPDX)
pytorch-image-modelsby huggingface
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
pytorch-image-modelsby huggingface
Python 25660 Version:v0.9.2 License: Permissive (Apache-2.0)
notebookby jupyter
Jupyter Interactive Notebook
notebookby jupyter
Jupyter Notebook 10204 Version:v7.0.0b4 License: Permissive (BSD-3-Clause)
GITHUB REPOSITRY LINK : Karthik-coder-003/Motion-Detector (github.com)
SOLUTION SCREENSHOT :
As you can see when we run the above code , it executes and the camera automatically starts to detect the surrounding and record at the same time . the recorded video is saved in the name of output.avi.in also you can see the full video in the above given repositry link