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Video Surveillance Security System using reusable libraries

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by Nathina dot icon Updated: Sep 1, 2021

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The surveillance security systems used for road and railway routes are hazardous situations at unexpected level crossings. The uses of a surveillance system are for monitoring the behavior, activities, or other changing information. It is very much used for detecting and evaluating abnormal conditions and clustering situations. The three most essential steps in a video surveillance system are object detection, object tracking, and recognition. Following are the steps to be followed for building video surveillance security system, 1. Video Processing 2. Motion detection 3. Object Tracking 4. WiFi Controller

Video Processing

These libraries are used to process the captured video.

VideoAnalysisUsingHadoopby ashishtiwari2006

Java doticonstar image 5 doticonVersion:Currentdoticon
License: Strong Copyleft (GPL-2.0)

Here sample code is written for large video analysis using hadoop-map reduce, OpenCV and FFMPEG

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            VideoAnalysisUsingHadoopby ashishtiwari2006

            Java doticon star image 5 doticonVersion:Currentdoticon License: Strong Copyleft (GPL-2.0)

            Here sample code is written for large video analysis using hadoop-map reduce, OpenCV and FFMPEG
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                      trackerby OpenSourcePhysics

                      Java doticonstar image 170 doticonVersion:4.85_release_adoticon
                      License: Strong Copyleft (GPL-3.0)

                      Video analysis and modeling tool built on the Open Source Physics framework

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                                trackerby OpenSourcePhysics

                                Java doticon star image 170 doticonVersion:4.85_release_adoticon License: Strong Copyleft (GPL-3.0)

                                Video analysis and modeling tool built on the Open Source Physics framework
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                                          dataflow-video-analysisby GoogleCloudPlatform

                                          JavaScript doticonstar image 3 doticonVersion:Currentdoticon
                                          License: Permissive (Apache-2.0)

                                          This repository contains the Video Analysis (VIA) Framework, a collection of Google Cloud services that you can use to transcribe video.

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                                                    dataflow-video-analysisby GoogleCloudPlatform

                                                    JavaScript doticon star image 3 doticonVersion:Currentdoticon License: Permissive (Apache-2.0)

                                                    This repository contains the Video Analysis (VIA) Framework, a collection of Google Cloud services that you can use to transcribe video.
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                                                              viddyoopby LostVector

                                                              Java doticonstar image 2 doticonVersion:Currentdoticon
                                                              License: Others (Non-SPDX)

                                                              Distributed video analysis and transcoding system leveraging Hadoop

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                                                                        viddyoopby LostVector

                                                                        Java doticon star image 2 doticonVersion:Currentdoticon License: Others (Non-SPDX)

                                                                        Distributed video analysis and transcoding system leveraging Hadoop
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                                                                                  Polyviaby Ovilia

                                                                                  JavaScript doticonstar image 1094 doticonVersion:Currentdoticon
                                                                                  License: Permissive (MIT)

                                                                                  Low-Poly Image and Video Processing

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                                                                                            Polyviaby Ovilia

                                                                                            JavaScript doticon star image 1094 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                                                            Low-Poly Image and Video Processing
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                                                                                                      go-distributed-motion-s3by richbl

                                                                                                      Go doticonstar image 41 doticonVersion:1.4.0doticon
                                                                                                      License: Permissive (MIT)

                                                                                                      Distributed Motion Surveillance Security System (DMS3): a Go-based distributed video security system

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                                                                                                                go-distributed-motion-s3by richbl

                                                                                                                Go doticon star image 41 doticonVersion:1.4.0doticon License: Permissive (MIT)

                                                                                                                Distributed Motion Surveillance Security System (DMS3): a Go-based distributed video security system
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                                                                                                                          mad-location-managerby maddevsio

                                                                                                                          Java doticonstar image 475 doticonVersion:0.1.16doticon
                                                                                                                          License: Permissive (MIT)

                                                                                                                          Mad Location Manager is a library for GPS and Accelerometer data "fusion" with Kalman filter

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                                                                                                                                    mad-location-managerby maddevsio

                                                                                                                                    Java doticon star image 475 doticonVersion:0.1.16doticon License: Permissive (MIT)

                                                                                                                                    Mad Location Manager is a library for GPS and Accelerometer data "fusion" with Kalman filter
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                                                                                                                                              Motion Object Detection

                                                                                                                                              These libraries are used to detect the moving object in video.

                                                                                                                                              sample-videoanalysiscarby zhangzhaolong

                                                                                                                                              JavaScript doticonstar image 1 doticonVersion:Currentdoticon
                                                                                                                                              License: Others (Non-SPDX)

                                                                                                                                              Codes for video analysis

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                                                                                                                                                        sample-videoanalysiscarby zhangzhaolong

                                                                                                                                                        JavaScript doticon star image 1 doticonVersion:Currentdoticon License: Others (Non-SPDX)

                                                                                                                                                        Codes for video analysis
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                                                                                                                                                                  nMotionby ajbogh

                                                                                                                                                                  JavaScript doticonstar image 22 doticonVersion:Currentdoticon
                                                                                                                                                                  License: Strong Copyleft (GPL-3.0)

                                                                                                                                                                  nMotion is a NodeJS security camera motion detection system.

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                                                                                                                                                                            nMotionby ajbogh

                                                                                                                                                                            JavaScript doticon star image 22 doticonVersion:Currentdoticon License: Strong Copyleft (GPL-3.0)

                                                                                                                                                                            nMotion is a NodeJS security camera motion detection system.
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                                                                                                                                                                                      people-counter-pythonby intel-iot-devkit

                                                                                                                                                                                      JavaScript doticonstar image 66 doticonVersion:Currentdoticon
                                                                                                                                                                                      License: Permissive (BSD-3-Clause)

                                                                                                                                                                                      Create a smart video application using the Intel Distribution of OpenVINO toolkit. The toolkit uses models and inference to run single-class object detection.

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                                                                                                                                                                                                people-counter-pythonby intel-iot-devkit

                                                                                                                                                                                                JavaScript doticon star image 66 doticonVersion:Currentdoticon License: Permissive (BSD-3-Clause)

                                                                                                                                                                                                Create a smart video application using the Intel Distribution of OpenVINO toolkit. The toolkit uses models and inference to run single-class object detection.
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                                                                                                                                                                                                          OpenCVBlueprintsby OpenCVBlueprints

                                                                                                                                                                                                          Java doticonstar image 136 doticonVersion:Currentdoticon
                                                                                                                                                                                                          License: Others (Non-SPDX)

                                                                                                                                                                                                          OpenCVBlueprints

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                                                                                                                                                                                                                    OpenCVBlueprintsby OpenCVBlueprints

                                                                                                                                                                                                                    Java doticon star image 136 doticonVersion:Currentdoticon License: Others (Non-SPDX)

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                                                                                                                                                                                                                              Object Tracking

                                                                                                                                                                                                                              These libraries are used for object tracking in video

                                                                                                                                                                                                                              PedestrianTrackingby julierthanjulie

                                                                                                                                                                                                                              JavaScript doticonstar image 19 doticonVersion:1.0doticon
                                                                                                                                                                                                                              License: Permissive (MIT)

                                                                                                                                                                                                                              OpenCV tool for tracking pedestrians in video data.

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                                                                                                                                                                                                                                        PedestrianTrackingby julierthanjulie

                                                                                                                                                                                                                                        JavaScript doticon star image 19 doticonVersion:1.0doticon License: Permissive (MIT)

                                                                                                                                                                                                                                        OpenCV tool for tracking pedestrians in video data.
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                                                                                                                                                                                                                                                  OpenCvObjectTrackingby MRYangY

                                                                                                                                                                                                                                                  Java doticonstar image 8 doticonVersion:Currentdoticon
                                                                                                                                                                                                                                                  License: Permissive (Apache-2.0)

                                                                                                                                                                                                                                                  reach object tracking by opencv tracker

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                                                                                                                                                                                                                                                            OpenCvObjectTrackingby MRYangY

                                                                                                                                                                                                                                                            Java doticon star image 8 doticonVersion:Currentdoticon License: Permissive (Apache-2.0)

                                                                                                                                                                                                                                                            reach object tracking by opencv tracker
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                                                                                                                                                                                                                                                                      object-tracking-jsby cloud-annotations

                                                                                                                                                                                                                                                                      JavaScript doticonstar image 157 doticonVersion:Currentdoticon
                                                                                                                                                                                                                                                                      License: Permissive (MIT)

                                                                                                                                                                                                                                                                      Track an object as it moves in a video with no training

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                                                                                                                                                                                                                                                                                object-tracking-jsby cloud-annotations

                                                                                                                                                                                                                                                                                JavaScript doticon star image 157 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                                                                                                                                                                                                                                                Track an object as it moves in a video with no training
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                                                                                                                                                                                                                                                                                          node-moving-things-trackerby opendatacam

                                                                                                                                                                                                                                                                                          JavaScript doticonstar image 82 doticonVersion:v0.9.1doticon
                                                                                                                                                                                                                                                                                          License: Permissive (MIT)

                                                                                                                                                                                                                                                                                          javascript implementation of "tracker by detections" for realtime multiple object tracking (MOT)

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                                                                                                                                                                                                                                                                                                    node-moving-things-trackerby opendatacam

                                                                                                                                                                                                                                                                                                    JavaScript doticon star image 82 doticonVersion:v0.9.1doticon License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                    javascript implementation of "tracker by detections" for realtime multiple object tracking (MOT)
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                                                                                                                                                                                                                                                                                                              mosseby auduno

                                                                                                                                                                                                                                                                                                              JavaScript doticonstar image 23 doticonVersion:v0.1.1doticon
                                                                                                                                                                                                                                                                                                              License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                              Fast javascript correlation filters for tracking objects in video

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                                                                                                                                                                                                                                                                                                                        mosseby auduno

                                                                                                                                                                                                                                                                                                                        JavaScript doticon star image 23 doticonVersion:v0.1.1doticon License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                                        Fast javascript correlation filters for tracking objects in video
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                                                                                                                                                                                                                                                                                                                                  WIFI Controller

                                                                                                                                                                                                                                                                                                                                  These libraries are used for wireless communication.

                                                                                                                                                                                                                                                                                                                                  openwisp-controllerby openwisp

                                                                                                                                                                                                                                                                                                                                  Python doticonstar image 488 doticonVersion:1.0.3doticon
                                                                                                                                                                                                                                                                                                                                  License: Others (Non-SPDX)

                                                                                                                                                                                                                                                                                                                                  Network and WiFi controller: provisioning, configuration management and updates, (pull via openwisp-config or push via SSH), x509 PKI management and more. Mainly OpenWRT, but designed to work also on other systems.

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                                                                                                                                                                                                                                                                                                                                            openwisp-controllerby openwisp

                                                                                                                                                                                                                                                                                                                                            Python doticon star image 488 doticonVersion:1.0.3doticon License: Others (Non-SPDX)

                                                                                                                                                                                                                                                                                                                                            Network and WiFi controller: provisioning, configuration management and updates, (pull via openwisp-config or push via SSH), x509 PKI management and more. Mainly OpenWRT, but designed to work also on other systems.
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