MOTION DETECTOR

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by kg3690 dot icon Updated: Jul 25, 2023

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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

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            opencvby opencv

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

            Open Source Computer Vision Library
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                      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.

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                                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.
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                                          Pythonby TheAlgorithms

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

                                          All Algorithms implemented in Python

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                                                    Pythonby TheAlgorithms

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

                                                    All Algorithms implemented in Python
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                                                              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

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                                                                        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
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                                                                                  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

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                                                                                            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
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                                                                                                      notebookby jupyter

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                                                                                                      Jupyter Interactive Notebook

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                                                                                                                notebookby jupyter

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