MOTION DETECTOR

share link

by kg3690 dot icon Updated: Jul 25, 2023

technology logo
technology logo

Guide Kit Guide Kit  

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

opencvby opencv

C++ doticonstar image 69456 doticonVersion:4.7.0doticon
License: Permissive (Apache-2.0)

Open Source Computer Vision Library

Support
    Quality
      Security
        License
          Reuse

            opencvby opencv

            C++ doticon star image 69456 doticonVersion:4.7.0doticon License: Permissive (Apache-2.0)

            Open Source Computer Vision Library
            Support
              Quality
                Security
                  License
                    Reuse

                      opencv-pythonby opencv

                      Shell doticonstar image 3491 doticonVersion:72doticon
                      License: Permissive (MIT)

                      Automated CI toolchain to produce precompiled opencv-python, opencv-python-headless, opencv-contrib-python and opencv-contrib-python-headless packages.

                      Support
                        Quality
                          Security
                            License
                              Reuse

                                opencv-pythonby opencv

                                Shell doticon star image 3491 doticonVersion:72doticon License: Permissive (MIT)

                                Automated CI toolchain to produce precompiled opencv-python, opencv-python-headless, opencv-contrib-python and opencv-contrib-python-headless packages.
                                Support
                                  Quality
                                    Security
                                      License
                                        Reuse

                                          Pythonby TheAlgorithms

                                          Python doticonstar image 159882 doticonVersion:Currentdoticon
                                          License: Permissive (MIT)

                                          All Algorithms implemented in Python

                                          Support
                                            Quality
                                              Security
                                                License
                                                  Reuse

                                                    Pythonby TheAlgorithms

                                                    Python doticon star image 159882 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                    All Algorithms implemented in Python
                                                    Support
                                                      Quality
                                                        Security
                                                          License
                                                            Reuse

                                                              pytorchby pytorch

                                                              Python doticonstar image 67874 doticonVersion:v2.0.1doticon
                                                              License: Others (Non-SPDX)

                                                              Tensors and Dynamic neural networks in Python with strong GPU acceleration

                                                              Support
                                                                Quality
                                                                  Security
                                                                    License
                                                                      Reuse

                                                                        pytorchby pytorch

                                                                        Python doticon star image 67874 doticonVersion:v2.0.1doticon License: Others (Non-SPDX)

                                                                        Tensors and Dynamic neural networks in Python with strong GPU acceleration
                                                                        Support
                                                                          Quality
                                                                            Security
                                                                              License
                                                                                Reuse

                                                                                  pytorch-image-modelsby huggingface

                                                                                  Python doticonstar image 25660 doticonVersion:v0.9.2doticon
                                                                                  License: Permissive (Apache-2.0)

                                                                                  PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

                                                                                  Support
                                                                                    Quality
                                                                                      Security
                                                                                        License
                                                                                          Reuse

                                                                                            pytorch-image-modelsby huggingface

                                                                                            Python doticon star image 25660 doticonVersion:v0.9.2doticon License: Permissive (Apache-2.0)

                                                                                            PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
                                                                                            Support
                                                                                              Quality
                                                                                                Security
                                                                                                  License
                                                                                                    Reuse

                                                                                                      notebookby jupyter

                                                                                                      Jupyter Notebook doticonstar image 10204 doticonVersion:v7.0.0b4doticon
                                                                                                      License: Permissive (BSD-3-Clause)

                                                                                                      Jupyter Interactive Notebook

                                                                                                      Support
                                                                                                        Quality
                                                                                                          Security
                                                                                                            License
                                                                                                              Reuse

                                                                                                                notebookby jupyter

                                                                                                                Jupyter Notebook doticon star image 10204 doticonVersion:v7.0.0b4doticon License: Permissive (BSD-3-Clause)

                                                                                                                Jupyter Interactive Notebook
                                                                                                                Support
                                                                                                                  Quality
                                                                                                                    Security
                                                                                                                      License
                                                                                                                        Reuse

                                                                                                                          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